GitHub - cookiegg/Koopman-RL: Data-driven Koopman control theory applied to reinforcement learning!

Name		Name	Last commit message	Last commit date
Latest commit History 47 Commits
.gitignore		.gitignore
Koopman RL 3-26.ipynb		Koopman RL 3-26.ipynb
Koopman RL 3-26.py		Koopman RL 3-26.py
Koopman RL 4-14.py		Koopman RL 4-14.py
Q_table.npy		Q_table.npy
RL.py		RL.py
algorithms.py		algorithms.py
base.py		base.py
brownian.py		brownian.py
cartpole-actions.npy		cartpole-actions.npy
cartpole-rewards.npy		cartpole-rewards.npy
cartpole-states.npy		cartpole-states.npy
cartpole_reward.py		cartpole_reward.py
estimate_L.py		estimate_L.py
estimate_drift_and_variance.py		estimate_drift_and_variance.py
gedmd.py		gedmd.py
generator.py		generator.py
koopman.py		koopman.py
observables.py		observables.py
random-cartpole-actions.npy		random-cartpole-actions.npy
random-cartpole-rewards.npy		random-cartpole-rewards.npy
random-cartpole-states.npy		random-cartpole-states.npy
randomRL.py		randomRL.py
requirements.txt		requirements.txt
rrr.py		rrr.py
scrap.py		scrap.py
sindy.py		sindy.py
state-action-inputs.npy		state-action-inputs.npy
state-action-outputs.npy		state-action-outputs.npy
system_identification.py		system_identification.py
williams-paper.py		williams-paper.py