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Contains deep reinforcement learning algorithms I have implemented.

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JojiJoseph/Deep-RL

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Contains deep reinforcement learning algorithms I have implemented.

How to run an experiment

Go to the folder of the algorithm.

Then execute the following. Seeexperiments.yaml to getexperiment_name.

python train.py -e experiment_name

To run the saved agent,

python play.py -e experiment_name

To plot the learning curves,

python plot.py -e experiment_name

Status

AlgorithmUsable?TODO
SACYes
TD3Yes
DDPGYes
VPGYes (Discrete)Test on continuous action space
DQNYes
DDQNYes
DuellingDQNYes

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