quantum-research-colab

Quantum reinforcement learning research
Use of Variational Circuits on deep reinforcement learning algorithm (DQN) with OpenAI gym environments (cartpole and blackjack)
Quantum Circuits implemented using Cirq and Tensorflow Quantum
NOTE: Most of the code is taken from repository: https://github.com/lockwo/quantum_computation
Associated paper: https://arxiv.org/pdf/2008.07524.pdf

Name		Name	Last commit message	Last commit date
Latest commit History 22 Commits
DQN_torch_ultimate.ipynb		DQN_torch_ultimate.ipynb
README.md		README.md
blackjack_classical.ipynb		blackjack_classical.ipynb
blackjack_quantum.ipynb		blackjack_quantum.ipynb
cartpole_classical.ipynb		cartpole_classical.ipynb
cartpole_quantum.ipynb		cartpole_quantum.ipynb
identity_block.py		identity_block.py
new_frozen_lake.ipynb		new_frozen_lake.ipynb
quantum_final.ipynb		quantum_final.ipynb
quantum_initialization.ipynb		quantum_initialization.ipynb
quantum_research_experiment.ipynb		quantum_research_experiment.ipynb

Provide feedback