Inspiration
I wanted to combine AI with Quantum, but not by creating an AI that uses quantum computers. This is the result I came up with.
What it does
It gives an environment for an agent to experiment in to try and find at what frequencies a random quantum circuit will output each possibility.
How we built it
I used OpenAI gym to create the environment, and Qiskit to create the quantum circuit. I also created a Jupyter notebook for demonstration with an agent making decisions randomly.
Challenges we ran into
I wasn't sure how to represent the spaces the agent can view and act on at first. I also had some trouble getting the visualizations to work for a little bit.
Accomplishments that we're proud of
Doing the whole thing on my own in around 8-12 hours for my first hackathon, and having it work well
What we learned
Creating and evaluating quantum circuits
What's next for Quantum Circuit Prediction Environment
The biggest thing is adding a parameter for using an actual quantum computer for the circuit calculation rather than a simulator.
Built With
- gym
- python
- qiskit
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