Lifelong Scalable Multi-Agent Realistic Testbed and A Comprehensive Study on Design Choices in Lifelong AGV Fleet Management Systems.

Stephen F. Smith Carnegie Mellon University, Robotics Institute, Pittsburgh, PA, USA http://www.cs.cmu.edu/~sfs/ https://www.ri.cmu.edu/ri-faculty/stephen-smith/ https://scholar.google.com/citations?user=fCFwERYAAAAJ https://orcid.org/0000-0002-7053-3166 https://www.researchgate.net/profile/Stephen-Smith-111

Jingtian Yan Yulun Zhang 0002 Zhenting Liu Han Zhang 0018 He Jiang Jingkai Chen Stephen F. Smith Jiaoyang Li 0001 Lifelong Scalable Multi-Agent Realistic Testbed and A Comprehensive Study on Design Choices in Lifelong AGV Fleet Management Systems. 2026 February abs/2602.15721 CoRR https://doi.org/10.48550/arXiv.2602.15721 db/journals/corr/corr2602.html#abs-2602-15721 streams/journals/corr

Hsu-Kuang Chiu Ryo Hachiuma Chien-Yi Wang Stephen F. Smith Yu-Chiang Frank Wang Min-Hung Chen V2V-LLM: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multi-Modal Large Language Models. 2025 February abs/2502.09980 CoRR https://doi.org/10.48550/arXiv.2502.09980 db/journals/corr/corr2502.html#abs-2502-09980 streams/journals/corr

Jingtian Yan Stephen F. Smith Jiaoyang Li 0001 WinkTPG: An Execution Framework for Multi-Agent Path Finding Using Temporal Reasoning. 2025 August abs/2508.01495 CoRR https://doi.org/10.48550/arXiv.2508.01495 db/journals/corr/corr2508.html#abs-2508-01495 streams/journals/corr

Hsu-Kuang Chiu Ryo Hachiuma Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen Stephen F. Smith V2V-GoT: Vehicle-to-Vehicle Cooperative Autonomous Driving with Multimodal Large Language Models and Graph-of-Thoughts. 2025 September abs/2509.18053 CoRR https://doi.org/10.48550/arXiv.2509.18053 db/journals/corr/corr2509.html#abs-2509-18053 streams/journals/corr

Jingtian Yan Shuai Zhou Stephen F. Smith Jiaoyang Li 0001 Bridging Planning and Execution: Multi-Agent Path Finding Under Real-World Deadlines. 2025 November abs/2511.21886 CoRR https://doi.org/10.48550/arXiv.2511.21886 db/journals/corr/corr2511.html#abs-2511-21886 streams/journals/corr

Jingtian Yan Zhifei Li William Kang Stephen F. Smith Jiaoyang Li 0001 Analyzing Planner Design Trade-offs for MAPF under Realistic Simulation. 2025 December abs/2512.09736 CoRR https://doi.org/10.48550/arXiv.2512.09736 db/journals/corr/corr2512.html#abs-2512-09736 streams/journals/corr

Hsu-Kuang Chiu Chien-Yi Wang Min-Hung Chen Stephen F. Smith Probabilistic 3D Multi-Object Cooperative Tracking for Autonomous Driving via Differentiable Multi-Sensor Kalman Filter. 18458-18464 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10610487 conf/icra/2024 db/conf/icra/icra2024.html#ChiuWCS24

Zhongqiang Ren Zachary B. Rubinstein Stephen F. Smith Sivakumar Rathinam Howie Choset ERCA*: A New Approach for the Resource Constrained Shortest Path Problem. 14994-15005 2023 December 24 IEEE Trans. Intell. Transp. Syst. 12 https://doi.org/10.1109/TITS.2023.3293039 db/journals/tits/tits24.html#RenRSRC23

David Neiman Zachary B. Rubinstein Stephen F. Smith Dynamic Route Guidance in Vehicle Networks by Simulating Future Traffic Patterns. 2023 FLAIRS https://doi.org/10.32473/flairs.36.133369 conf/flairs/2023 db/conf/flairs/flairs2023.html#NeimanRS23

Hsu-Kuang Chiu Stephen F. Smith Selective Communication for Cooperative Perception in End-to-End Autonomous Driving. 2023 abs/2305.17181 CoRR https://doi.org/10.48550/arXiv.2305.17181 db/journals/corr/corr2305.html#abs-2305-17181

Hsu-Kuang Chiu Stephen F. Smith Collision Avoidance Detour for Multi-Agent Trajectory Forecasting. 2023 abs/2306.11638 CoRR https://doi.org/10.48550/arXiv.2306.11638 db/journals/corr/corr2306.html#abs-2306-11638

Hsu-Kuang Chiu Chien-Yi Wang Min-Hung Chen Stephen F. Smith Probabilistic 3D Multi-Object Cooperative Tracking for Autonomous Driving via Differentiable Multi-Sensor Kalman Filter. 2023 abs/2309.14655 CoRR https://doi.org/10.48550/arXiv.2309.14655 db/journals/corr/corr2309.html#abs-2309-14655

Hsu-Chieh Hu Joseph Zhou Gregory J. Barlow Stephen F. Smith Connection-Based Scheduling for Real-Time Intersection Control. 2022 abs/2210.08445 CoRR https://doi.org/10.48550/arXiv.2210.08445 db/journals/corr/corr2210.html#abs-2210-08445

Jayanth Krishna Mogali Laura Barbulescu Stephen F. Smith Efficient primal heuristic updates for the blocking job shop problem. 82-101 2021 295 Eur. J. Oper. Res. 1 https://doi.org/10.1016/j.ejor.2021.02.051 db/journals/eor/eor295.html#MogaliBS21

Joris Kinable Willem-Jan van Hoeve Stephen F. Smith Snow plow route optimization: A constraint programming approach. 685-703 2021 53 IISE Trans. 6 https://doi.org/10.1080/24725854.2020.1831713 db/journals/iiset/iiset53.html#KinableHS21

Jayanth Krishna Mogali Joris Kinable Stephen F. Smith Zachary B. Rubinstein Scheduling for multi-robot routing with blocking and enabling constraints. 291-318 2021 24 J. Sched. 3 https://doi.org/10.1007/s10951-021-00684-9 db/journals/scheduling/scheduling24.html#MogaliKSR21

Isaac K. Isukapati Conor Igoe Eli Bronstein Viraj Parimi Stephen F. Smith Hierarchical Bayesian Framework for Bus Dwell Time Prediction. 3068-3077 2021 22 IEEE Trans. Intell. Transp. Syst. 5 https://doi.org/10.1109/TITS.2020.2979390 db/journals/tits/tits22.html#IsukapatiIBPS21

Hsu-Chieh Hu Allen M. Hawkes Stephen F. Smith Incorporating Queueing Dynamics into Schedule-Driven Traffic Control. 4076-4082 2021 IJCAI https://doi.org/10.24963/ijcai.2021/561 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#HuHS21 Allen M. Hawkes Stephen F. Smith Data produced by CMU-UTC Project 294 - INTEGRATION OF AUTONOMOUS VEHICLES WITH ADAPTIVE SIGNAL CONTROL TO ENHANCE MOBILITY. Zenodo 2021 February https://doi.org/10.5281/zenodo.4500187 streams/repo/zenodo

Stephen F. Smith Smart Infrastructure for Future Urban Mobility. 5-18 2020 41 AI Mag. 1 https://doi.org/10.1609/aimag.v41i1.5290 db/journals/aim/aim41.html#Smith20

Hsu-Chieh Hu Stephen F. Smith Learning Model Parameters for Decentralized Schedule-Driven Traffic Control. 531-539 2020 ICAPS https://ojs.aaai.org/index.php/ICAPS/article/view/6749 conf/aips/2020 db/conf/aips/icaps2020.html#HuS20 Jayanth Krishna Mogali Willem-Jan van Hoeve Stephen F. Smith Template Matching and Decision Diagrams for Multi-agent Path Finding. 347-363 2020 CPAIOR https://doi.org/10.1007/978-3-030-58942-4_23 conf/cpaior/2020 db/conf/cpaior/cpaior2020.html#MogaliHS20 Hsu-Chieh Hu Stephen F. Smith Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control. 200-208 2019 ICAPS https://ojs.aaai.org/index.php/ICAPS/article/view/3477 conf/aips/2019 db/conf/aips/icaps2019.html#HuS19 Hsu-Chieh Hu Stephen F. Smith Rick Goldstein Cooperative Schedule-Driven Intersection Control with Connected and Autonomous Vehicles. 1668-1673 2019 IROS https://doi.org/10.1109/IROS40897.2019.8967975 conf/iros/2019 db/conf/iros/iros2019.html#HuSG19 Suryansh Saxena Isaac K. Isukapati Stephen F. Smith John M. Dolan Multiagent Sensor Fusion for Connected & Autonomous Vehicles to Enhance Navigation Safety. 2490-2495 2019 ITSC https://doi.org/10.1109/ITSC.2019.8917298 conf/itsc/2019 db/conf/itsc/itsc2019.html#SaxenaISD19 Chung-Yao Chuang Stephen F. Smith Learning and Utilizing Interaction Patterns among Neighborhood-Based Heuristics. 26-34 2019 SOCS https://doi.org/10.1609/socs.v10i1.18499 conf/socs/2019 db/conf/socs/socs2019.html#ChuangS19

Gregory D. Hager Ann W. Drobnis Fei Fang 0001 Rayid Ghani Amy Greenwald Terah Lyons David C. Parkes Jason Schultz Suchi Saria Stephen F. Smith Milind Tambe Artificial Intelligence for Social Good. 2019 abs/1901.05406 CoRR http://arxiv.org/abs/1901.05406 db/journals/corr/corr1901.html#abs-1901-05406

Hsu-Chieh Hu Stephen F. Smith Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion. 2019 abs/1903.02589 CoRR http://arxiv.org/abs/1903.02589 db/journals/corr/corr1903.html#abs-1903-02589

Hsu-Chieh Hu Stephen F. Smith Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control. 2019 abs/1903.04278 CoRR http://arxiv.org/abs/1903.04278 db/journals/corr/corr1903.html#abs-1903-04278

Hsu-Chieh Hu Stephen F. Smith Using Bi-Directional Information Exchange to Improve Decentralized Schedule-Driven Traffic Control. 2019 abs/1907.01978 CoRR http://arxiv.org/abs/1907.01978 db/journals/corr/corr1907.html#abs-1907-01978

Hsu-Chieh Hu Stephen F. Smith Rick Goldstein Cooperative Schedule-Driven Intersection Control with Connected and Autonomous Vehicles. 2019 abs/1907.01984 CoRR http://arxiv.org/abs/1907.01984 db/journals/corr/corr1907.html#abs-1907-01984

Rick Goldstein Stephen F. Smith Expressive Real-Time Intersection Scheduling. 2018 AAAI https://doi.org/10.1609/aaai.v32i1.12073 conf/aaai/2018 db/conf/aaai/aaai2018.html#GoldsteinS18 6177-6185 Hsu-Chieh Hu Stephen F. Smith Bi-Directional Information Exchange in Decentralized Schedule-Driven Traffic Control. 1962-1964 2018 AAMAS http://dl.acm.org/citation.cfm?id=3238038 conf/atal/2018 db/conf/atal/aamas2018.html#HuS18

Stephen F. Smith Zachary B. Rubinstein David Shur John Chapin Robust allocation of RF device capacity for distributed spectrum functions. 469-492 2017 31 Auton. Agents Multi Agent Syst. 3 https://doi.org/10.1007/s10458-016-9329-5 db/journals/aamas/aamas31.html#SmithRSC17

Cen Chen 0001 Zachary B. Rubinstein Stephen F. Smith Hoong Chuin Lau Scalable Approaches to Home Health Care Scheduling Problems with Uncertainty. 2017 AAAI Workshops https://aaai.org/papers/aaaiw-ws0344-17-15146/ conf/aaai/2017w db/conf/aaai/aaai2017w.html#ChenRSL17 Hsu-Chieh Hu Stephen F. Smith Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control. 154-162 2017 ICAPS https://aaai.org/ocs/index.php/ICAPS/ICAPS17/paper/view/15765 conf/aips/2017 db/conf/aips/icaps2017.html#HuS17 Cen Chen 0001 Zachary B. Rubinstein Stephen F. Smith Hoong Chuin Lau Tackling Large-Scale Home Health Care Delivery Problem with Uncertainty. 358-366 2017 ICAPS https://aaai.org/ocs/index.php/ICAPS/ICAPS17/paper/view/15733 conf/aips/2017 db/conf/aips/icaps2017.html#ChenRSL17 Chung-Yao Chuang Stephen F. Smith A study of agnostic hyper-heuristics based on sampling solution chains. 271-278 2017 CEC https://doi.org/10.1109/CEC.2017.7969323 conf/cec/2017 db/conf/cec/cec2017.html#ChuangS17 Hsu-Chieh Hu Stephen F. Smith Softpressure: A Schedule-Driven Backpressure Algorithm for Coping with Network Congestion. 4324-4330 2017 IJCAI https://doi.org/10.24963/ijcai.2017/604 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#HuS17 Isaac K. Isukapati Stephen F. Smith Accommodating high value-of-time drivers in market-driven traffic signal control. 1280-1286 2017 Intelligent Vehicles Symposium https://doi.org/10.1109/IVS.2017.7995888 conf/ivs/2017 db/conf/ivs/ivs2017.html#IsukapatiS17 Laura Barbulescu Jeremy Frank Mausam Stephen F. Smith Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, ICAPS 2017, Pittsburgh, Pennsylvania, USA, June 18-23, 2017. ICAPS 2017 AAAI Press http://www.aaai.org/Library/ICAPS/icaps17contents.php db/conf/aips/icaps2017.html

Yangfang (Helen) Zhou Alan Scheller-Wolf Nicola Secomandi Stephen F. Smith Electricity Trading and Negative Prices: Storage vs. Disposal. 880-898 2016 62 Manag. Sci. 3 https://doi.org/10.1287/mnsc.2015.2161 db/journals/mansci/mansci62.html#ZhouSSS16

Joris Kinable Willem-Jan van Hoeve Stephen F. Smith Optimization Models for a Real-World Snow Plow Routing Problem. 229-245 2016 CPAIOR https://doi.org/10.1007/978-3-319-33954-2_17 conf/cpaior/2016 db/conf/cpaior/cpaior2016.html#KinableHS16 Jayanth Krishna Mogali Stephen F. Smith Zachary B. Rubinstein Distributed Decoupling of Multiagent Simple Temporal Problems. 408-415 2016 IJCAI http://www.ijcai.org/Abstract/16/065 conf/ijcai/2016 db/conf/ijcai/ijcai2016.html#MogaliSR16

Mohammed M. Olama Xiao Ma 0008 Stephen M. Killough Phani Teja Kuruganti Stephen F. Smith Seddik M. Djouadi Analysis, optimization, and implementation of a hybrid DS/FFH spread-spectrum technique for smart grid communications. 25 2015 2015 EURASIP J. Adv. Signal Process. https://doi.org/10.1186/s13634-015-0208-z https://www.wikidata.org/entity/Q59412752 db/journals/ejasp/ejasp2015.html#OlamaMKKSD15

Isaac K. Isukapati Stephen F. Smith Viewing Traffic Signal Control as a Market-Driven Economy. 2015 AAAI Workshop: AI for Transportation http://aaai.org/ocs/index.php/WS/AAAIW15/paper/view/10210 conf/aaai/2015transportation db/conf/aaai/transportation2015.html#IsukapatiS15 David A. Bourne Howie Choset Humphrey Hu George Kantor Chris Niessl Zachary B. Rubinstein Reid G. Simmons Stephen F. Smith Mobile manufacturing of large structures. 1565-1572 2015 ICRA https://doi.org/10.1109/ICRA.2015.7139397 conf/icra/2015 db/conf/icra/icra2015.html#BourneCHKNRSS15

Reza Nourjou Stephen F. Smith Michinori Hatayama Pedro A. Szekely Intelligent Algorithm for Assignment of Agents to Human Strategy in Centralized Multi-agent Coordination. 2586-2597 2014 9 J. Softw. 10 https://doi.org/10.4304/jsw.9.10.2586-2597 http://www.jsoftware.us/show-90-1274-1.html db/journals/jsw/jsw9.html#NourjouSHS14

Ewa Kolakowska Stephen F. Smith Morten Kristiansen Constraint optimization model of a scheduling problem for a robotic arm in automatic systems. 267-280 2014 62 Robotics Auton. Syst. 2 https://doi.org/10.1016/j.robot.2013.09.005 db/journals/ras/ras62.html#KolakowskaSK14

Chung-Yao Chuang Stephen F. Smith Estimation of distribution algorithms based on n-gramstatistics for sequencing and optimization. 53-54 2014 GECCO (Companion) https://doi.org/10.1145/2598394.2598399 conf/gecco/2014c db/conf/gecco/gecco2014c.html#ChuangS14 Xiao-Feng Xie 0001 Stephen F. Smith Ting-Wei Chen Gregory J. Barlow Real-time traffic control for sustainable urban living. 1863-1868 2014 ITSC https://doi.org/10.1109/ITSC.2014.6957964 conf/itsc/2014 db/conf/itsc/itsc2014.html#XieSCB14 Aravindh Mahendran Martial Hebert Stephen F. Smith Exploiting domain constraints for exemplar based bus detection for traffic scheduling. 2936-2943 2014 ITSC https://doi.org/10.1109/ITSC.2014.6958161 conf/itsc/2014 db/conf/itsc/itsc2014.html#MahendranHS14 Chung-Yao Chuang Stephen F. Smith Evolving Mixtures of n-gram Models for Sequencing and Schedule Optimization. 312-321 2014 PPSN https://doi.org/10.1007/978-3-319-10762-2_31 conf/ppsn/2014 db/conf/ppsn/ppsn2014.html#ChuangS14

Reza Nourjou Michinori Hatayama Stephen F. Smith Atabak Sadeghi Pedro A. Szekely Design of a GIS-based Assistant Software Agent for the Incident Commander to Coordinate Emergency Response Operations. 2014 abs/1401.0282 CoRR http://arxiv.org/abs/1401.0282 db/journals/corr/corr1401.html#NourjouHSSS14

Stephen F. Smith Gregory J. Barlow Xiao-Feng Xie 0001 Zachary B. Rubinstein Smart Urban Signal Networks: Initial Application of the SURTRAC Adaptive Traffic Signal Control System. 2013 ICAPS http://www.aaai.org/ocs/index.php/ICAPS/ICAPS13/paper/view/6054 conf/aips/2013 db/conf/aips/icaps2013.html#SmithBXR13 Chung-Yao Chuang Stephen F. Smith Diversity allocation for Dynamic Optimization using the Extended Compact Genetic Algorithm. 1540-1547 2013 IEEE Congress on Evolutionary Computation https://doi.org/10.1109/CEC.2013.6557745 conf/cec/2013 db/conf/cec/cec2013.html#ChuangSS13 Xiao Ma 0008 Mohammed M. Olama P. Teja Kuruganti Stephen F. Smith Seddik M. Djouadi Security of Classic PN-Spreading Codes for Hybrid DS/FH Spread-Spectrum Systems. 957-962 2013 MILCOM https://doi.org/10.1109/MILCOM.2013.166 conf/milcom/2013 db/conf/milcom/milcom2013.html#MaOKSD13

Noa Agmon Vikas Agrawal David W. Aha Yiannis Aloimonos Donagh Buckley Prashant Doshi Christopher W. Geib Floriana Grasso Nancy L. Green Benjamin Johnston Burt Kaliski Christopher Kiekintveld Edith Law Henry Lieberman Ole J. Mengshoel Ted Metzler Joseph Modayil Douglas W. Oard Nilufer Onder Barry O'Sullivan Katerina Pastra Doina Precup Sowmya Ramachandran Chris Reed 0001 Sanem Sariel Talay Ted Selker Lokendra Shastri Stephen F. Smith Satinder Singh 0001 Siddharth Srivastava 0001 Gita Sukthankar David C. Uthus Mary-Anne Williams Reports of the AAAI 2011 Conference Workshops. 2012 33 AI Mag. 1 https://doi.org/10.1609/aimag.v33i1.2390 db/journals/aim/aim33.html#AgmonAAABDGGGJKKLLMMMOOOPPRRTSSSSSSUW12 57-70

David W. Hildum Stephen F. Smith Scheduling safe movement of air traffic in crowded air spaces. 309-331 2012 27 Knowl. Eng. Rev. 3 https://doi.org/10.1017/S0269888912000239 db/journals/ker/ker27.html#HildumS12

Zachary B. Rubinstein Stephen F. Smith Laura Barbulescu Incremental Management of Oversubscribed Vehicle Schedules in Dynamic Dial-A-Ride Problems. 2012 AAAI https://doi.org/10.1609/aaai.v26i1.8370 conf/aaai/2012 db/conf/aaai/aaai2012.html#RubinsteinSB12 1809-1815 Xiao-Feng Xie 0001 Stephen F. Smith Gregory J. Barlow Coordinated look-ahead scheduling for real-time traffic signal control. 1271-1272 2012 AAMAS http://dl.acm.org/citation.cfm?id=2343958 conf/atal/2012 db/conf/atal/aamas2012.html#XieSB12 Angelo Oddi Riccardo Rasconi Amedeo Cesta Stephen F. Smith Iterative Improvement Algorithms for the Blocking Job Shop. 2012 ICAPS http://www.aaai.org/ocs/index.php/ICAPS/ICAPS12/paper/view/4730 conf/aips/2012 db/conf/aips/icaps2012.html#OddiRCS12 Xiao-Feng Xie 0001 Stephen F. Smith Gregory J. Barlow Schedule-Driven Coordination for Real-Time Traffic Network Control. 2012 ICAPS http://www.aaai.org/ocs/index.php/ICAPS/ICAPS12/paper/view/4701 conf/aips/2012 db/conf/aips/icaps2012.html#XieSB12 Rob Truxler Emilie M. Roth Ronald Scott Stephen F. Smith Jeffrey Wampler Designing collaborative automated planners for dynamically changing environments: Supporting agile adaption to changing priorities. 126-133 2012 CogSIMA https://doi.org/10.1109/CogSIMA.2012.6188364 conf/cogsima/2012 db/conf/cogsima/cogsima2012.html#TruxlerRSSW12 Xiao Ma 0008 Mohammed M. Olama P. Teja Kuruganti Stephen F. Smith Seddik M. Djouadi Determining system parameters for optimal performance of hybrid DS/FFH spread-spectrum. 1-6 2012 MILCOM https://doi.org/10.1109/MILCOM.2012.6415643 conf/milcom/2012 db/conf/milcom/milcom2012.html#MaOKSD12

Matthew J. Streeter Stephen F. Smith New Techniques for Algorithm Portfolio Design http://arxiv.org/abs/1206.3286 2012 CoRR abs/1206.3286 db/journals/corr/corr1206.html#abs-1206-3286

Xiaofang Wang Nicola Policella Stephen F. Smith Angelo Oddi Constraint-based methods for scheduling discretionary services. 51-73 2011 24 AI Commun. 1 https://doi.org/10.3233/AIC-2010-0486 db/journals/aicom/aicom24.html#WangPSO11

Angelo Oddi Riccardo Rasconi Amedeo Cesta Stephen F. Smith Solving job shop scheduling with setup times through constraint-based iterative sampling: an experimental analysis. 371-402 2011 62 Ann. Math. Artif. Intell. 3-4 https://doi.org/10.1007/s10472-011-9264-8 db/journals/amai/amai62.html#OddiRCS11

Xiao Ma 0008 Seddik M. Djouadi Samir Sahyoun Paul B. Crilly Stephen F. Smith Navigation in GPS-denied environments. 1-7 2011 FUSION https://ieeexplore.ieee.org/document/5977575/ conf/fusion/2011 db/conf/fusion/fusion2011.html#MaDSCS11 Angelo Oddi Riccardo Rasconi Amedeo Cesta Stephen F. Smith Iterative Flattening Search for the Flexible Job Shop Scheduling Problem. 1991-1996 2011 IJCAI https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-332 conf/ijcai/2011 db/conf/ijcai/ijcai2011.html#OddiRCS11 Xiao-Feng Xie 0001 Gregory J. Barlow Stephen F. Smith Zachary B. Rubinstein Platoon-based self-scheduling for real-time traffic signal control. 879-884 2011 ITSC https://doi.org/10.1109/ITSC.2011.6082849 conf/itsc/2011 db/conf/itsc/itsc2011.html#XieBSR11 Xiao Ma 0008 Seddik M. Djouadi Paul Benjamin Crilly Samir Sahyoun Stephen F. Smith Improved localization in GPS-denied environments using an autoregressive model and a generalized linear model. 760-765 2011 MILCOM https://doi.org/10.1109/MILCOM.2011.6127768 conf/milcom/2011 db/conf/milcom/milcom2011.html#MaDCSS11 Mohammed M. Olama Xiao Ma 0008 P. Teja Kuruganti Stephen F. Smith Seddik M. Djouadi Hybrid DS/FFH spread-spectrum: A robust, secure transmission technique for communication in harsh environments. 2136-2141 2011 MILCOM https://doi.org/10.1109/MILCOM.2011.6127636 conf/milcom/2011 db/conf/milcom/milcom2011.html#OlamaMKSD11 Zachary B. Rubinstein Stephen F. Smith Terry L. Zimmerman The Role of Metareasoning in Achieving Effective Multiagent Coordination. 217-232 2011 Metareasoning https://doi.org/10.7551/mitpress/9780262014809.003.0014 books/mit/11/CR2011 db/books/collections/CR2011.html#RubinsteinSZ11

Stephen F. Smith Matthew J. Streeter How the Landscape of Random Job Shop Scheduling Instances Depends on the Ratio of Jobs to Machines http://arxiv.org/abs/1110.0024 2011 CoRR abs/1110.0024 db/journals/corr/corr1110.html#abs-1110-0024

Graham Kendall Kay Chen Tan Edmund K. Burke Stephen F. Smith Preface for the special volume on Computational Intelligence in Scheduling. 1-2 2010 180 Ann. Oper. Res. 1 https://doi.org/10.1007/s10479-009-0582-8 db/journals/anor/anor180.html#KendallTBS10

Angelo Oddi Amedeo Cesta Nicola Policella Stephen F. Smith Iterative flattening search for resource constrained scheduling. 17-30 2010 21 J. Intell. Manuf. 1 https://doi.org/10.1007/s10845-008-0163-8 db/journals/jim/jim21.html#OddiCPS10

Xiaofang Wang Laurens G. Debo Alan Scheller-Wolf Stephen F. Smith Design and Analysis of Diagnostic Service Centers. 1873-1890 2010 56 Manag. Sci. 11 https://doi.org/10.1287/mnsc.1100.1236 db/journals/mansci/mansci56.html#WangDSS10

Laura Barbulescu Zachary B. Rubinstein Stephen F. Smith Terry L. Zimmerman Distributed coordination of mobile agent teams: the advantage of planning ahead. 1331-1338 2010 AAMAS https://dl.acm.org/citation.cfm?id=1838380 conf/atal/2010 db/conf/atal/aamas2010.html#BarbulescuRSZ10 Angelo Oddi Riccardo Rasconi Amedeo Cesta Stephen F. Smith Job Shop Scheduling with Setup Times: Exploring the Applicability of a Constraint-based Iterative Sampling Approach. 2010 RCRA@CPAIOR https://ceur-ws.org/Vol-616/paper17.pdf conf/cpaior/2010rcra db/conf/cpaior/rcra2010.html#OddiRCS10

Nicola Policella Amedeo Cesta Angelo Oddi Stephen F. Smith Solve-and-robustify. 299-314 2009 12 J. Sched. 3 https://doi.org/10.1007/s10951-008-0091-7 db/journals/scheduling/scheduling12.html#PolicellaCOS09

Stephen F. Smith James A. Moore A Precision, Low-Cost GPS-Based Transmitter Synchronization Scheme for Improved AM Reception. 71-78 2009 55 IEEE Trans. Broadcast. 1 https://doi.org/10.1109/TBC.2008.2012026 db/journals/tbc/tbc55.html#SmithM09

Gregory J. Barlow Stephen F. Smith Using memory models to improve adaptive efficiency in dynamic problems. 7-14 2009 CISched https://doi.org/10.1109/SCIS.2009.4927008 conf/cisched/2009 db/conf/cisched/cisched2009.html#BarlowS09 Anthony Gallagher Luke Hunsberger Stephen F. Smith Just-in-Time Backfilling in Multi-Agent Scheduling. 2009 FLAIRS conf/flairs/2009 db/conf/flairs/flairs2009.html#GallagherHS09 http://aaai.org/ocs/index.php/FLAIRS/2009/paper/view/50 Laura M. Hiatt Terry L. Zimmerman Stephen F. Smith Reid G. Simmons Strengthening Schedules through Uncertainty Analysis Agents. 175-180 2009 IJCAI http://ijcai.org/Proceedings/09/Papers/039.pdf conf/ijcai/2009 db/conf/ijcai/ijcai2009.html#HiattZSS09

David E. Wilkins Stephen F. Smith Laurence A. Kramer Thomas J. Lee Timothy W. Rauenbusch Airlift mission monitoring and dynamic rescheduling. 141-155 2008 21 Eng. Appl. Artif. Intell. 2 https://doi.org/10.1016/j.engappai.2007.04.001 db/journals/eaai/eaai21.html#WilkinsSKLR08

Angelo Oddi Amedeo Cesta Nicola Policella Stephen F. Smith Combining variants of iterative flattening search. 683-690 2008 21 Eng. Appl. Artif. Intell. 5 https://doi.org/10.1016/j.engappai.2008.03.003 db/journals/eaai/eaai21.html#OddiCPS08

Michael Freed Jaime G. Carbonell Geoffrey J. Gordon Jordan Hayes Brad A. Myers Daniel P. Siewiorek Stephen F. Smith Aaron Steinfeld Anthony Tomasic RADAR: A Personal Assistant that Learns to Reduce Email Overload. 1287-1293 2008 AAAI conf/aaai/2008 db/conf/aaai/aaai2008.html#FreedCGHMSSST08 http://www.aaai.org/Library/AAAI/2008/aaai08-204.php Pradeep Varakantham Stephen F. Smith Linear Relaxation Techniques for Task Management in Uncertain Settings. 363-371 2008 ICAPS conf/aips/2008 db/conf/aips/icaps2008.html#VarakanthamS08 http://www.aaai.org/Library/ICAPS/2008/icaps08-045.php Jean Oh Stephen F. Smith A few good agents: multi-agent social learning. 339-346 2008 AAMAS (1) https://dl.acm.org/citation.cfm?id=1402434 conf/atal/2008-1 db/conf/atal/aamas2008-1.html#OhS08 Angelo Oddi Amedeo Cesta Nicola Policella Stephen F. Smith Hybrid Variants for Iterative Flattening Search. 355-360 2008 CPAIOR https://doi.org/10.1007/978-3-540-68155-7_37 conf/cpaior/2008 db/conf/cpaior/cpaior2008.html#OddiCPS08 Gregory J. Barlow Stephen F. Smith A Memory Enhanced Evolutionary Algorithm for Dynamic Scheduling Problems. 606-615 2008 EvoWorkshops https://doi.org/10.1007/978-3-540-78761-7_66 conf/evoW/2008 db/conf/evoW/evoW2008.html#BarlowS08 Anthony Gallagher Stephen F. Smith Recovering from Inconsistency in Distributed Simple Temporal Networks. 549-554 2008 FLAIRS conf/flairs/2008 db/conf/flairs/flairs2008.html#GallagherS08 http://www.aaai.org/Library/FLAIRS/2008/flairs08-125.php Gregory J. Barlow Choong K. Oh Stephen F. Smith Evolving cooperative control on sparsely distributed tasks for UAV teams without global communication. 177-184 2008 GECCO https://doi.org/10.1145/1389095.1389125 conf/gecco/2008 db/conf/gecco/gecco2008.html#BarlowOS08 Matthew J. Streeter Stephen F. Smith New Techniques for Algorithm Portfolio Design. 519-527 2008 UAI https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=1970&proceeding_id=24 conf/uai/2008 db/conf/uai/uai2008.html#StreeterS08

Nicola Policella Amedeo Cesta Angelo Oddi Stephen F. Smith From precedence constraint posting to partial order schedules: A CSP approach to Robust Scheduling. 163-180 2007 20 AI Commun. 3 http://content.iospress.com/articles/ai-communications/aic403 db/journals/aicom/aicom20.html#PolicellaCOS07

Laurence A. Kramer Laura Barbulescu Stephen F. Smith Understanding Performance Tradeoffs in Algorithms for Solving Oversubscribed Scheduling. 1019-1024 2007 conf/aaai/2007 AAAI db/conf/aaai/aaai2007.html#KramerBS07 http://www.aaai.org/Library/AAAI/2007/aaai07-162.php Matthew J. Streeter Daniel Golovin Stephen F. Smith Combining Multiple Heuristics Online. 1197-1203 2007 conf/aaai/2007 AAAI db/conf/aaai/aaai2007.html#StreeterGS07 http://www.aaai.org/Library/AAAI/2007/aaai07-190.php Matthew J. Streeter Daniel Golovin Stephen F. Smith Restart Schedules for Ensembles of Problem Instances. 1204-1210 2007 conf/aaai/2007 AAAI db/conf/aaai/aaai2007.html#StreeterGS07a http://www.aaai.org/Library/AAAI/2007/aaai07-191.php Angelo Oddi Nicola Policella Amedeo Cesta Stephen F. Smith Boosting the Performance of Iterative Flattening Search. 447-458 2007 conf/aiia/2007 AI*IA https://doi.org/10.1007/978-3-540-74782-6_39 db/conf/aiia/aiia2007.html#OddiPCS07 David W. Hildum Stephen F. Smith Constructing Conflict-Free Schedules in Space and Time. 184-191 2007 ICAPS conf/aips/2007 db/conf/aips/icaps2007.html#HildumS07 http://www.aaai.org/Library/ICAPS/2007/icaps07-024.php Matthew J. Streeter Stephen F. Smith Using Decision Procedures Efficiently for Optimization. 312-319 2007 ICAPS conf/aips/2007 db/conf/aips/icaps2007.html#StreeterS07 http://www.aaai.org/Library/ICAPS/2007/icaps07-040.php Stephen F. Smith Anthony Gallagher Terry L. Zimmerman Distributed management of flexible times schedules. 74 2007 conf/atal/2007 AAMAS https://doi.org/10.1145/1329125.1329215 db/conf/atal/aamas2007.html#SmithGZ07

Matthew J. Streeter Stephen F. Smith How the Landscape of Random Job Shop Scheduling Instances Depends on the Ratio of Jobs to Machines. 247-287 2006 26 J. Artif. Intell. Res. https://doi.org/10.1613/jair.2013 https://www.wikidata.org/entity/Q129533242 db/journals/jair/jair26.html#StreeterS06

Matthew J. Streeter Stephen F. Smith An Asymptotically Optimal Algorithm for the Max k-Armed Bandit Problem. 2006 conf/aaai/2006 AAAI db/conf/aaai/aaai2006.html#StreeterS06 http://www.aaai.org/Library/AAAI/2006/aaai06-022.php 135-142 Stephen F. Smith Anthony Gallagher Terry L. Zimmerman Laura Barbulescu Zachary B. Rubinstein Multi-Agent Management of Joint Schedules. 128-135 2006 AAAI Spring Symposium: Distributed Plan and Schedule Management http://www.aaai.org/Library/Symposia/Spring/2006/ss06-04-018.php conf/aaaiss/2006-4 db/conf/aaaiss/aaaiss2006-4.html#SmithGZBR06 Anthony Gallagher Terry L. Zimmerman Stephen F. Smith Incremental Scheduling to Maximize Quality in a Dynamic Environment. 222-232 2006 conf/aips/2006 ICAPS db/conf/aips/icaps2006.html#GallagherZS06 http://www.aaai.org/Library/ICAPS/2006/icaps06-023.php Matthew J. Streeter Stephen F. Smith Exploiting the Power of Local Search in a Branch and Bound Algorithm for Job Shop Scheduling. 324-333 2006 conf/aips/2006 ICAPS db/conf/aips/icaps2006.html#StreeterS06 http://www.aaai.org/Library/ICAPS/2006/icaps06-033.php Laurence A. Kramer Stephen F. Smith Resource Contention Metrics for Oversubscribed Scheduling Problems. 406-409 2006 conf/aips/2006 ICAPS db/conf/aips/icaps2006.html#KramerS06 http://www.aaai.org/Library/ICAPS/2006/icaps06-052.php Matthew J. Streeter Stephen F. Smith A Simple Distribution-Free Approach to the Max k-Armed Bandit Problem. 560-574 2006 conf/cp/2006 CP https://doi.org/10.1007/11889205_40 db/conf/cp/cp2006.html#StreeterS06 Eugene Fink P. Matthew Jennings Ulas Bardak Jean Oh Stephen F. Smith Jaime G. Carbonell Scheduling with Uncertain Resources: Search for a Near-Optimal Solution. 137-144 2006 SMC https://doi.org/10.1109/ICSMC.2006.384372 conf/smc/2006 db/conf/smc/smc2006.html#FinkJBOSC06 Derek Long Stephen F. Smith Daniel Borrajo Lee McCluskey Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, ICAPS 2006, Cumbria, UK, June 6-10, 2006 978-1-57735-270-9 ICAPS AAAI 2006 db/conf/aips/icaps2006.html

Diego Mollá Aliod Eduardo Alonso Srinivas Bangalore Joseph E. Beck Bir Bhanu Jim Blythe Mark S. Boddy Amedeo Cesta Marko Grobelnik Dilek Hakkani-Tür Sanda M. Harabagiu Alain Léger Deborah L. McGuinness Stacy Marsella Natasa Milic-Frayling Dunja Mladenic Daniel Oblinger Paul E. Rybski Pavel Shvaiko Stephen F. Smith Biplav Srivastava Sheila Tejada Hannes Högni Vilhjálmsson Kristinn R. Thórisson Gökhan Tür José Luis Vicedo González Holger Wache The Workshops at the Twentieth National Conference on Artificial Intelligence. 102-108 2005 26 AI Mag. 4 db/journals/aim/aim26.html#AliodABBBBBCGHHLMMMMORSSSTVTTW05 https://doi.org/10.1609/aimag.v26i4.1855

Stephen F. Smith David W. Hildum David R. Crimm Comirem: An Intelligent Form for Resource Management. 16-24 2005 20 IEEE Intell. Syst. 2 https://doi.org/10.1109/MIS.2005.23 http://doi.ieeecomputersociety.org/10.1109/MIS.2005.23 db/journals/expert/expert20.html#SmithHC05

Vincent A. Cicirello Stephen F. Smith Enhancing Stochastic Search Performance by Value-Biased Randomization of Heuristics. 5-34 2005 11 J. Heuristics 1 https://doi.org/10.1007/s10732-005-6997-8 db/journals/heuristics/heuristics11.html#CicirelloS05

Nicola Policella Xiaofang Wang Stephen F. Smith Angelo Oddi Exploiting Temporal Flexibility to Obtain High Quality Schedules. 1199-1204 2005 conf/aaai/2005 AAAI db/conf/aaai/aaai2005.html#PolicellaWSO05 http://www.aaai.org/Library/AAAI/2005/aaai05-190.php Vincent A. Cicirello Stephen F. Smith The Max K-Armed Bandit: A New Model of Exploration Applied to Search Heuristic Selection. 1355-1361 2005 conf/aaai/2005 AAAI db/conf/aaai/aaai2005.html#CicirelloS05 http://www.aaai.org/Library/AAAI/2005/aaai05-215.php Jean Oh Stephen F. Smith Calendar Assistants that Learn Preferences. 7-13 2005 AAAI Spring Symposium: Persistent Assistants: Living and Working with AI http://www.aaai.org/Library/Symposia/Spring/2005/ss05-05-003.php conf/aaaiss/2005-5 db/conf/aaaiss/aaaiss2005-5.html#OhS05 Nicola Policella Amedeo Cesta Angelo Oddi Stephen F. Smith Schedule Robustness Through Broader Solve and Robustify Search for Partial Order Schedules. 160-172 2005 conf/aiia/2005 AI*IA https://doi.org/10.1007/11558590_16 db/conf/aiia/aiia2005.html#PolicellaCOS05 Matthew J. Streeter Stephen F. Smith Charecterizing the Distribution of Low-Makespan Schedules in the Job Shop Scheduling Problem. 61-70 2005 conf/aips/2005 ICAPS db/conf/aips/icaps2005.html#StreeterS05 http://www.aaai.org/Library/ICAPS/2005/icaps05-007.php Xiaofang Wang Stephen F. Smith Retaining Flexibility to Maximize Quality: When the Scheduler Has the Right to Decide Activity Durations. 212-221 2005 conf/aips/2005 ICAPS db/conf/aips/icaps2005.html#WangS05 http://www.aaai.org/Library/ICAPS/2005/icaps05-022.php Laurence A. Kramer Stephen F. Smith Maximizing Availability: A Commitment Heuristic for Oversubscribed Scheduling Problems. 272-280 2005 conf/aips/2005 ICAPS db/conf/aips/icaps2005.html#KramerS05 http://www.aaai.org/Library/ICAPS/2005/icaps05-028.php

Vincent A. Cicirello Stephen F. Smith Wasp-like Agents for Distributed Factory Coordination. 237-266 2004 8 Auton. Agents Multi Agent Syst. 3 https://doi.org/10.1023/B:AGNT.0000018807.12771.60 db/journals/aamas/aamas8.html#CicirelloS04

Pragnesh Jay Modi Manuela M. Veloso Stephen F. Smith Jean Oh CMRadar: A Personal Assistant Agent for Calendar Management. 1020-1021 2004 conf/aaai/2004 AAAI db/conf/aaai/aaai2004.html#ModiVSO04 http://www.aaai.org/Library/AAAI/2004/aaai04-158.php Nicola Policella Stephen F. Smith Amedeo Cesta Angelo Oddi Generating Robust Schedules through Temporal Flexibility. 209-218 2004 conf/aips/2004 ICAPS db/conf/aips/icaps2004.html#PolicellaSCO04 http://www.aaai.org/Library/ICAPS/2004/icaps04-026.php Laurence A. Kramer Stephen F. Smith Task Swapping for Schedule Improvement: A Broader Analysis. 235-243 2004 conf/aips/2004 ICAPS db/conf/aips/icaps2004.html#KramerS04 http://www.aaai.org/Library/ICAPS/2004/icaps04-029.php Pragnesh Jay Modi Manuela M. Veloso Stephen F. Smith Jean Oh CMRadar: A Personal Assistant Agent for Calendar Management. 169-181 2004 conf/aois/2004 AOIS https://doi.org/10.1007/11426714_12 db/conf/aois/aois2004.html#ModiVSO04 Vincent A. Cicirello Stephen F. Smith Heuristic Selection for Stochastic Search Optimization: Modeling Solution Quality by Extreme Value Theory. 197-211 https://doi.org/10.1007/978-3-540-30201-8_17 2004 conf/cp/2004 CP db/conf/cp/cp2004.html#CicirelloS04 Nicola Policella Angelo Oddi Stephen F. Smith Amedeo Cesta Generating Robust Partial Order Schedules. 496-511 https://doi.org/10.1007/978-3-540-30201-8_37 2004 conf/cp/2004 CP db/conf/cp/cp2004.html#PolicellaOSC04 Alexander Nareyek Stephen F. Smith Christian M. Ohler Local Search for Heuristic Guidance in Tree Search. 1069-1070 2004 conf/ecai/2004 ECAI db/conf/ecai/ecai2004.html#NareyekSO04 Li Li Stephen F. Smith Speculation Agents for Dynamic Multi-Period Continuous Double Auctions in B2B Exchanges. 2004 conf/hicss/2004 HICSS https://doi.org/10.1109/HICSS.2004.1265401 https://doi.ieeecomputersociety.org/10.1109/HICSS.2004.1265401 db/conf/hicss/hicss2004.html#LiS04 Jean Oh Stephen F. Smith Learning User Preferences in Distributed Calendar Scheduling. 3-16 2004 conf/patat/2004 PATAT https://doi.org/10.1007/11593577_1 db/conf/patat/patat2004.html#OhS04 Dani Goldberg Vincent A. Cicirello M. Bernardine Dias Reid G. Simmons Stephen F. Smith Anthony Stentz Task allocation using a distributed market-based planning mechanism. 996-997 2003 conf/atal/2003 AAMAS https://doi.org/10.1145/860575.860763 db/conf/atal/aamas2003.html#GoldbergCDSSS03 Laurence A. Kramer Stephen F. Smith Maximizing Flexibility: A Retraction Heuristic for Oversubscribed Scheduling Problems. 1218-1223 2003 conf/ijcai/2003 IJCAI db/conf/ijcai/ijcai2003.html#KramerS03 http://ijcai.org/Proceedings/03/Papers/174.pdf Li Li Stephen F. Smith An agent-based framework for dynamic multi-period continuous double auctions in B2B exchanges. 204-205 2003 conf/sigecom/2003 EC https://doi.org/10.1145/779928.779960 db/conf/sigecom/sigecom2003.html#LiS03 Heng Cao Haifeng Xi Stephen F. Smith Supply chain planning: a reinforcement learning approach to production planning in the fabrication/fulfillment manufacturing process. 1417-1423 2003 conf/wsc/2003 WSC https://doi.org/10.1109/WSC.2003.1261584 https://doi.ieeecomputersociety.org/10.1109/WSC.2003.1261584 https://dl.acm.org/citation.cfm?id=1031010 db/conf/wsc/wsc2003.html#CaoXS03

Amedeo Cesta Angelo Oddi Stephen F. Smith A Constraint-Based Method for Project Scheduling with Time Windows. 109-136 2002 8 J. Heuristics 1 db/journals/heuristics/heuristics8.html#CestaOS02 https://doi.org/10.1023/A:1013617802515

Vincent A. Cicirello Stephen F. Smith Amplification of Search Performance through Randomization of Heuristics. 124-138 2002 conf/cp/2002 CP https://doi.org/10.1007/3-540-46135-3_9 db/conf/cp/cp2002.html#CicirelloS02 Vincent A. Cicirello Stephen F. Smith Distributed Coordination of Resources via Wasp-Like Agents. 71-80 https://doi.org/10.1007/978-3-540-45173-0_5 2002 conf/wrac/2002 WRAC db/conf/wrac/wrac2002.html#CicirelloS02 Vincent A. Cicirello Stephen F. Smith Wasp nests for self-configurable factories. 473-480 2001 conf/agents/2001 Agents https://doi.org/10.1145/375735.376420 db/conf/agents/agents2001.html#CicirelloS01 Vincent A. Cicirello Stephen F. Smith Ant Colony Control for Autonomous Decentralized Shop Floor Routing. 383-390 2001 conf/isads/2001 ISADS https://doi.org/10.1109/ISADS.2001.917443 https://doi.ieeecomputersociety.org/10.1109/ISADS.2001.917443 db/conf/isads/isads2001.html#CicirelloS01 Amedeo Cesta Angelo Oddi Stephen F. Smith Iterative Flattening: A Scalable Method for Solving Multi-Capacity Scheduling Problems. 742-747 2000 conf/aaai/2000 AAAI/IAAI db/conf/aaai/aaai2000.html#CestaOS00 http://www.aaai.org/Library/AAAI/2000/aaai00-114.php Marcel A. Becker Stephen F. Smith Mixed-Initiative Resource Management: The AMC Barrel Allocator. 32-41 2000 conf/aips/2000 AIPS db/conf/aips/aips2000.html#BeckerS00 http://www.aaai.org/Library/AIPS/2000/aips00-004.php Vincent A. Cicirello Stephen F. Smith Modeling GA Performance for Control Parameter Optimization. 235-242 2000 conf/gecco/2000 GECCO db/conf/gecco/gecco2000.html#CicirelloS00 Charles L. Britton Jr. R. J. Warmack Stephen F. Smith Alan L. Wintenberg T. Thundat G. M. Brown W. L. Bryan J. C. Depriest M. Nance Ericson M. S. Emery Michael Roy Moore G. W. Turner Lloyd G. Clonts R. L. Jones T. D. Threatt Z. Hu James M. Rochelle Battery-powered, Wireless MEMS Sensors for High-Sensitivity Chemical and Biological Sensing. 359-368 1999 conf/arvlsi/1999 ARVLSI https://doi.org/10.1109/ARVLSI.1999.756060 https://doi.ieeecomputersociety.org/10.1109/ARVLSI.1999.756060 db/conf/arvlsi/arvlsi1999.html#BrittonWSWTBBDEEMTCJTHR99 Cesar Guerra-Salcedo Stephen Chen 0001 Darrell Whitley Stephen F. Smith Fast and accurate feature selection using hybrid genetic strategies. 177-184 1999 CEC https://doi.org/10.1109/CEC.1999.781923 conf/cec/1999 db/conf/cec/cec1999.html#Guerra-Salcedo099 Stephen Chen 0001 Stephen F. Smith Cesar Guerra-Salcedo The GENIE is out! (Who needs fitness to evolve?). 2102-2108 1999 CEC https://doi.org/10.1109/CEC.1999.785534 conf/cec/1999 db/conf/cec/cec1999.html#0001SG99 Amedeo Cesta Angelo Oddi Stephen F. Smith Greedy Algorithms for the Multi-capacitated Metric Scheduling Problem. 213-225 1999 conf/ecp/1999 ECP db/conf/ecp/ecp1999.html#CestaOS99 https://doi.org/10.1007/10720246_17 Stephen Y. Chen Stephen F. Smith Introducing a New Advantage of Crossover: Commonality-Based Selection. 122-128 1999 conf/gecco/1999 GECCO db/conf/gecco/gecco1999.html#ChenS99 Stephen Y. Chen Cesar Guerra-Salcedo Stephen F. Smith Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection. 129-134 1999 conf/gecco/1999 GECCO db/conf/gecco/gecco1999.html#ChenGS99 Stephen Y. Chen Stephen F. Smith Improving Genetic Algorithms by Search Space Reductions (with Applications to Flow Shop Scheduling). 135-140 1999 conf/gecco/1999 GECCO db/conf/gecco/gecco1999.html#ChenS99a Amedeo Cesta Angelo Oddi Stephen F. Smith An Iterative Sampling Procedure for Resource Constrained Project Scheduling with Time Windows. 1022-1033 1999 conf/ijcai/99 IJCAI db/conf/ijcai/ijcai99.html#CestaOF99 http://ijcai.org/Proceedings/99-2/Papers/051.pdf Amedeo Cesta Angelo Oddi Stephen F. Smith Profile-Based Algorithms to Solve Multiple Capacitated Metric Scheduling Problems. 214-223 1998 conf/aips/1998 AIPS db/conf/aips/aips1998.html#CestaOS98 http://www.aaai.org/Library/AIPS/1998/aips98-026.php Amedeo Cesta Angelo Oddi Stephen F. Smith Scheduling Multi-capacitated Resources Under Complex Temporal Constraints. 465 https://doi.org/10.1007/3-540-49481-2_36 1998 conf/cp/1998 CP db/conf/cp/cp98.html#CestaOS98 Stephen Y. Chen Stephen F. Smith Putting the "Genetics" Back into Genetic Algorithms (Reconsidering the Role of Crossover in Hybrid Operators). 103-116 1998 conf/foga/1998 FOGA db/conf/foga/foga1998.html#ChenS98 Reid G. Simmons Manuela M. Veloso Stephen F. Smith Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, Pittsburgh, Pennsylvania, USA, 1998 AIPS AAAI 1998 1-57735-052-9 db/conf/aips/aips1998.html

Cheng-Chung Cheng Stephen F. Smith Applying constraint satisfaction techniques to job shop scheduling. 327-357 1997 70 Ann. Oper. Res. https://doi.org/10.1023/A%3A1018934507395 db/journals/anor/anor70.html#ChengS97

Angelo Oddi Stephen F. Smith Stochastic Procedures for Generating Feasible Schedules. 308-314 1997 conf/aaai/1997 AAAI/IAAI db/conf/aaai/aaai97.html#OddiS97 http://www.aaai.org/Library/AAAI/1997/aaai97-048.php David W. Hildum Norman M. Sadeh Thomas J. Laliberty John McA'Nulty Stephen F. Smith Dag Kjenstad Blackboard Agents for Mixed-Initiative Management of Integrated Process-Planning/Production-Scheduling Solutions Across the Supply Chain. 1000-1005 1997 conf/aaai/1997 AAAI/IAAI db/conf/aaai/aaai97.html#HildumSLMSK97 http://www.aaai.org/Library/IAAI/1997/iaai97-200.php M. L. Simpson James M. Rochelle G. T. Alley T. V. Blalock Charles L. Britton Jr. Donald W. Bouldin W. L. Bryan R. C. Gonzalez M. Nance Ericson M. J. Paulus E. J. Kennedy Stephen F. Smith M. J. Roberts Alan L. Wintenberg The University of Tennessee/Oak Ridge National Laboratory joint program in mixed-signal VLSI and monolithic sensors. 34-35 1997 MSE https://doi.org/10.1109/MSE.1997.612536 https://doi.ieeecomputersociety.org/10.1109/MSE.1997.612536 conf/mse/1997 db/conf/mse/mse1997.html#SimpsonRABBBBGE97 Cheng-Chung Cheng Stephen F. Smith A Constraint Satisfaction Approach to Makespan Scheduling. 45-52 1996 conf/aips/1996 AIPS db/conf/aips/aips1996.html#ChengS96 http://www.aaai.org/Library/AIPS/1996/aips96-006.php

Mark H. Burstein Richard E. Schantz Marie A. Bienkowski Marie desJardins Stephen F. Smith The Common Prototyping Environment: A Framework for Software Technology Integration, Evaluation, and Transition. 17-26 1995 10 IEEE Expert 1 https://doi.org/10.1109/64.391961 http://doi.ieeecomputersociety.org/10.1109/64.391961 db/journals/expert/expert10.html#BursteinSBdS95

David Perry Greene Stephen F. Smith Using Coverage as a Model Building Constraint in Learning Classifier Systems. 67-91 1994 2 Evol. Comput. 1 db/journals/ec/ec2.html#GreeneS94 https://doi.org/10.1162/evco.1994.2.1.67

Cheng-Chung Cheng Stephen F. Smith Generating Feasible Schedules under Complex Metric Constraints. 1086-1091 1994 conf/aaai/1994-2 AAAI db/conf/aaai/aaai94-2.html#ChengS94 http://www.aaai.org/Library/AAAI/1994/aaai94-167.php Robert J. Aarts Stephen F. Smith A High Performance Scheduler for an Automated Chemistry Workstation. 3-7 1994 conf/ecai/1994 ECAI db/conf/ecai/ecai94.html#AartsS94

David Perry Greene Stephen F. Smith Competition-Based Induction of Decision Models from Examples. 229-257 1993 13 Mach. Learn. db/journals/ml/ml13.html#GreeneS93 https://doi.org/10.1007/BF00993044

Stephen F. Smith Cheng-Chung Cheng Slack-Based Heuristics for Constraint Satisfaction Scheduling. 139-144 1993 conf/aaai/1993 AAAI db/conf/aaai/aaai93.html#SmithC93 http://www.aaai.org/Library/AAAI/1993/aaai93-022.php Stephen F. Smith Ora Lassila Configurable Systems for Reactive Production Management. 93-106 1993 conf/ifip5-7/1993b Knowledge-Based Reactive Scheduling db/conf/ifip5-7/ifip5-7-1993b.html#SmithL93 David Perry Greene Stephen F. Smith COGIN: Symbolic Induction with Genetic Algorithms. 111-116 1992 conf/aaai/1992 AAAI db/conf/aaai/aaai92.html#GreeneS92 http://www.aaai.org/Library/AAAI/1992/aaai92-017.php

Karl G. Kempf Claude Le Pape Stephen F. Smith Barry Fox Issues in the Design of AI-Based Schedulers - Workshop Report. 37-46 1991 11 AI Mag. 5 db/journals/aim/aim11.html#KempfPSF91 https://doi.org/10.1609/aimag.v11i4.868

Hiroaki Kitano Stephen F. Smith Tetsuya Higuchi GA-1: A Parallel Associative Memory Processor for Rule Learning with Genetic Algorithms. 311-317 1991 conf/icga/1991 ICGA db/conf/icga/icga1991.html#KitanoSH91 Nicola Muscettola Stephen F. Smith Amedeo Cesta Daniela D'Aloisi Coordinating Space Telescope operations in an integrated planning and scheduling architecture. 1369-1376 1991 ICRA https://doi.org/10.1109/ROBOT.1991.131803 https://doi.ieeecomputersociety.org/10.1109/ROBOT.1991.131803 conf/icra/1991 db/conf/icra/icra1991.html#MuscettolaSCD91 A. Safavi Stephen F. Smith An evaluation function to compare alternative commitments during manufacturing planning and scheduling. 22-27 1990 conf/aips/1990 Expert Planning Systems db/conf/aips/aips1990.html#SafaviS90 Stephen F. Smith Nicola Muscettola Dirk C. Matthys Peng Si Ow Jean-Yves Potvin OPIS: An Opportunistic Factory Scheduling System. 268-274 1990 conf/ieaaie/1990-1 IEA/AIE (Vol. 1) https://doi.org/10.1145/98784.98830 db/conf/ieaaie/ieaaie1990-1.html#SmithMMOP90 Gary A. Cleveland Stephen F. Smith Using Genetic Algorithms to Schedule Flow Shop Releases. 160-169 1989 conf/icga/1989 ICGA db/conf/icga/icga1989.html#ClevelandS89 Peng Si Ow Stephen F. Smith Alfred Thirlez Reactive Plan Revision. 77-82 1988 conf/aaai/1988 AAAI db/conf/aaai/aaai88.html#OwST88 http://www.aaai.org/Library/AAAI/1988/aaai88-014.php David Perry Greene Stephen F. Smith A Genetic System for Learning Models of Consumer Choice. 217-223 1987 conf/icga/1987 ICGA db/conf/icga/icga1987.html#GreeneS87 Nicola Muscettola Stephen F. Smith A Probabilistic Framework for Resource-Constrained Multi-Agent Planning. 1063-1066 1987 conf/ijcai/1987 IJCAI db/conf/ijcai/ijcai87.html#MuscettolaS87 http://ijcai.org/Proceedings/87-2/Papers/099.pdf Claude Le Pape Stephen F. Smith Management of Temporal Constraints for Factory Scheduling. 159-170 1987 conf/tdb/87 Temporal Aspects in Information Systems db/conf/tdb/tdb87.html#PapeS87

Stephen F. Smith Mark S. Fox Peng Si Ow Constructing and Maintaining Detailed Production Plans: Investigations into the Development of Knowledge-Based Factory Scheduling Systems. 45-61 1986 7 AI Mag. 4 db/journals/aim/aim7.html#SmithFO86 https://ojs.aaai.org/index.php/aimagazine/article/view/558

Stephen F. Smith Peng Si Ow The Use of Multiple Problem Decompositions in Time Constrained Planning Tasks. 1013-1015 1985 conf/ijcai/1985 IJCAI db/conf/ijcai/ijcai85.html#SmithO85 http://ijcai.org/Proceedings/85-2/Papers/067.pdf Stephen F. Smith Flexible Learning of Problem Solving Heuristics Through Adaptive Search. 422-425 1983 conf/ijcai/1983 IJCAI db/conf/ijcai/ijcai83.html#Smith83a http://ijcai.org/Proceedings/83-1/Papers/100.pdf Robert J. Aarts Noa Agmon Vikas Agrawal David W. Aha Diego Mollá Aliod G. T. Alley Yiannis Aloimonos Eduardo Alonso Srinivas Bangalore Laura Barbulescu Ulas Bardak Gregory J. Barlow Joseph E. Beck Marcel A. Becker Bir Bhanu Marie A. Bienkowski T. V. Blalock Jim Blythe Mark S. Boddy Daniel Borrajo Donald W. Bouldin David A. Bourne Charles L. Britton Jr. Eli Bronstein G. M. Brown W. L. Bryan Donagh Buckley Edmund K. Burke Mark H. Burstein Heng Cao Jaime G. Carbonell Amedeo Cesta John Chapin Cen Chen 0001 Jingkai Chen Min-Hung Chen Stephen Chen 0001Stephen Y. Chen Ting-Wei Chen Cheng-Chung Cheng Hsu-Kuang Chiu Howie Choset Chung-Yao Chuang Vincent A. Cicirello Gary A. Cleveland Lloyd G. Clonts Paul Benjamin CrillyPaul B. Crilly David R. Crimm Daniela D'Aloisi Laurens G. Debo J. C. Depriest Marie desJardins M. Bernardine Dias Seddik M. Djouadi John M. Dolan Prashant Doshi Ann W. Drobnis M. S. Emery M. Nance Ericson Fei Fang 0001 Eugene Fink Barry Fox Mark S. Fox Jeremy Frank Michael Freed Anthony Gallagher Christopher W. Geib Rayid Ghani Dani Goldberg Rick Goldstein Daniel Golovin José Luis Vicedo González R. C. Gonzalez Geoffrey J. Gordon Floriana Grasso Nancy L. Green David Perry Greene Amy Greenwald Marko Grobelnik Cesar Guerra-Salcedo Ryo Hachiuma Gregory D. Hager Dilek Hakkani-Tür Sanda M. Harabagiu Michinori Hatayama Allen M. Hawkes Jordan Hayes Martial Hebert Laura M. Hiatt Tetsuya Higuchi David W. Hildum Willem Jan van HoeveWillem-Jan van Hoeve Hsu-Chieh Hu Humphrey Hu Z. Hu Luke Hunsberger Conor Igoe Isaac K. Isukapati P. Matthew Jennings He Jiang Benjamin Johnston R. L. Jones Burton S. Kaliski Jr.Burt Kaliski William Kang George Kantor Karl G. Kempf Graham Kendall E. J. Kennedy Christopher Kiekintveld Stephen M. Killough Joris Kinable Hiroaki Kitano Dag Kjenstad Ewa Kolakowska Laurence A. Kramer Morten Kristiansen P. Teja KurugantiPhani Teja Kuruganti Thomas J. Laliberty Ora Lassila Hoong Chuin Lau Edith Law Thomas J. Lee Alain Léger Jiaoyang Li 0001 Li Li Zhifei Li Henry Lieberman Zhenting Liu Derek Long Terah Lyons Xiao Ma 0008 Aravindh Mahendran Stacy Marsella Dirk C. Matthys Mausam John McA'Nulty Thomas Leo McCluskeyLee McCluskey Deborah L. McGuinness Ole J. Mengshoel Ted Metzler Natasa Milic-Frayling Dunja Mladenic Joseph Modayil Pragnesh Jay Modi Jayanth Krishna Mogali James A. Moore Michael Roy Moore Nicola Muscettola Brad A. Myers Alexander Nareyek David Neiman Chris Niessl Reza Nourjou Douglas W. Oard Daniel Oblinger Angelo Oddi Choong K. Oh Jean Oh Christian M. Ohler Mohammed M. Olama Nilufer Onder Barry O'Sullivan Peng Si Ow Claude Le Pape Viraj Parimi David C. Parkes Katerina Pastra M. J. Paulus Nicola Policella Jean-Yves Potvin Doina Precup Sowmya Ramachandran Riccardo Rasconi Sivakumar Rathinam Timothy W. Rauenbusch Chris Reed 0001 Zhongqiang Ren M. J. Roberts James M. Rochelle Emilie M. Roth Zachary B. Rubinstein Paul E. Rybski Atabak Sadeghi Norman M. Sadeh A. Safavi Samir Sahyoun Suchi Saria Sanem SarielSanem Sariel Talay Suryansh Saxena Richard E. Schantz Alan Scheller-Wolf Jason Schultz Ronald Scott Nicola Secomandi Ted Selker Lokendra Shastri David Shur Pavel Shvaiko Daniel P. Siewiorek Reid G. Simmons M. L. Simpson Satinder Singh 0001 Biplav Srivastava Siddharth Srivastava 0001 Aaron Steinfeld Anthony Stentz Matthew J. Streeter Gita Reese SukthankarGita Sukthankar Pedro A. Szekely Milind Tambe Kay Chen Tan Sheila Tejada Alfred Thirlez Kristinn R. Thórisson T. D. Threatt T. Thundat Anthony Tomasic Rob Truxler Gökhan Tür G. W. Turner David C. Uthus Pradeep Varakantham Manuela M. Veloso Hannes Högni Vilhjálmsson Holger Wache Jeffrey Wampler Chien-Yi Wang Xiaofang Wang Yu-Chiang Frank Wang R. J. Warmack L. Darrell WhitleyDarrell Whitley David E. Wilkins Mary-Anne Williams Alan L. Wintenberg Haifeng Xi Xiao-Feng Xie 0001 Jingtian Yan Han Zhang 0018 Yulun Zhang 0002 Joseph Zhou Shuai Zhou Yangfang (Helen) Zhou Terry L. Zimmerman