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Reinforcement learning algorithms and solved gym environments.

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Reinforcement Learning

Repo contains notebooks with common reinforcement learning algorithms and solved gym environments.

Value Based Methods

Algorithms Paper & Code
Q-Learning & SARSA
DQN
DoubleDQN
DuelingDQN
DuelingDoubleDQN + PER

Policy Based Methods

Algorithms Paper & Code
PG(Reinforce)
PPO
[needs improvement]

Actor Critic Methods

Algorithms Paper & Code
AC
A2C
DDPG
TD3

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