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keon / policy-gradient

Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

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deep-reinforcement-learningkeraspolicy-gradientreinforcement-learning

Policy Gradient

Minimal implementation of Stochastic Policy Gradient Algorithm in Keras

Pong Agent

pg

This PG agent seems to get more frequent wins after about 8000 episodes. Below is the score graph.

score

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Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras

deep-reinforcement-learningkeraspolicy-gradientreinforcement-learning

License:MIT License

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Language:Python 100.0%