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sunwuzhou03 / reinforcement-learning-lab

Some single-agent Reinforcement Learning algorithm implement, just use to learn RL algorithm.
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Algorithm

Implemented algorithm

dqn, ddqn, drqn

reinforce, reinforce with baseline

ac, ac with target, a2c, a2c with target, a3c, sac

ppo, ippo, multidiscrete action ppo

To-be-implemented algorithm

dueling dqn

trpo

ddpg

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