VariBASed: Variational Bayes-Adaptive Sequential Monte-Carlo Planning for Deep Reinforcement Learning.

Yaniv Oren

Joery A. de Vries Jinke He Yaniv Oren Pascal R. van der Vaart Mathijs de Weerdt Matthijs T. J. Spaan VariBASed: Variational Bayes-Adaptive Sequential Monte-Carlo Planning for Deep Reinforcement Learning. 2026 February abs/2602.18857 CoRR https://doi.org/10.48550/arXiv.2602.18857 db/journals/corr/corr2602.html#abs-2602-18857 streams/journals/corr

Yaniv Oren Viliam Vadocz Matthijs T. J. Spaan Wendelin Boehmer Epistemic Monte Carlo Tree Search. 2025 ICLR https://openreview.net/forum?id=Tb8RiXOc3N conf/iclr/2025 db/conf/iclr/iclr2025.html#OrenVSB25 Joery A. de Vries Jinke He Yaniv Oren Matthijs T. J. Spaan Trust-Region Twisted Policy Improvement. 2025 ICML https://proceedings.mlr.press/v267/de-vries25a.html https://openreview.net/forum?id=N0jZKugEuS conf/icml/2025 db/conf/icml/icml2025.html#VriesHOS25

Joery A. de Vries Jinke He Yaniv Oren Matthijs T. J. Spaan Trust-Region Twisted Policy Improvement. 2025 April abs/2504.06048 CoRR https://doi.org/10.48550/arXiv.2504.06048 db/journals/corr/corr2504.html#abs-2504-06048 streams/journals/corr

Moritz A. Zanger Max Weltevrede Yaniv Oren Pascal R. van der Vaart Caroline Horsch Wendelin Böhmer Matthijs T. J. Spaan Universal Value-Function Uncertainties. 2025 May abs/2505.21119 CoRR https://doi.org/10.48550/arXiv.2505.21119 db/journals/corr/corr2505.html#abs-2505-21119 streams/journals/corr

Théo Vincent Yogesh Tripathi Tim Lukas Faust Yaniv Oren Jan Peters 0001 Carlo D'Eramo Bridging the Performance Gap Between Target-Free and Target-Based Reinforcement Learning With Iterated Q-Learning. 2025 June abs/2506.04398 CoRR https://doi.org/10.48550/arXiv.2506.04398 db/journals/corr/corr2506.html#abs-2506-04398 streams/journals/corr

João G. Ribeiro Yaniv Oren Alberto Sardinha Matthijs T. J. Spaan Francisco S. Melo RecBayes: Recurrent Bayesian Ad Hoc Teamwork in Large Partially Observable Domains. 2025 June abs/2506.15756 CoRR https://doi.org/10.48550/arXiv.2506.15756 db/journals/corr/corr2506.html#abs-2506-15756 streams/journals/corr

Yaniv Oren Joery A. de Vries Pascal R. van der Vaart Matthijs T. J. Spaan Wendelin Böhmer Parallelizing Tree Search with Twice Sequential Monte Carlo. 2025 November abs/2511.14220 CoRR https://doi.org/10.48550/arXiv.2511.14220 db/journals/corr/corr2511.html#abs-2511-14220 streams/journals/corr

Yaniv Oren Maria Korman Avi Karni Paradoxical Long-term Memory Augmentation following Temporal Pairing between "Limited" and "Extensive" Motor Sequence Training Experiences. 2807-2821 2024 36 J. Cogn. Neurosci. 12 https://doi.org/10.1162/jocn_a_02186 db/journals/jocn/jocn36.html#OrenKK24 streams/journals/jocn

Yaniv Oren Moritz A. Zanger Pascal R. van der Vaart Matthijs T. J. Spaan Wendelin Böhmer Value Improved Actor Critic Algorithms. 2024 abs/2406.01423 CoRR https://doi.org/10.48550/arXiv.2406.01423 db/journals/corr/corr2406.html#abs-2406-01423

Yaniv Oren Matthijs T. J. Spaan Wendelin Böhmer Planning with Uncertainty: Deep Exploration in Model-Based Reinforcement Learning. 2022 abs/2210.13455 CoRR https://doi.org/10.48550/arXiv.2210.13455 db/journals/corr/corr2210.html#abs-2210-13455

Wendelin BöhmerWendelin Boehmer Carlo D'Eramo Tim Lukas Faust Jinke He Caroline Horsch Avi Karni Maria Korman Francisco S. Melo Jan Peters 0001 João G. Ribeiro Alberto Sardinha Matthijs T. J. Spaan Yogesh Tripathi Pascal R. van der Vaart Viliam Vadocz Théo Vincent Joery A. de Vries Mathijs de Weerdt Max Weltevrede Moritz A. Zanger