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calclavia / rl

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Reinforcement learning algorithms implemented using Keras and OpenAI Gym

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Reinforcement Learning Library

This repository aims to contain the latest reinforcement learning algorithms implemented using Tensorflow, Keras and OpenAI Gym.

Currently, A3C has been implemented.

Requirements

  • Python 3.5
pip install -r requirements.txt

Usage

agent = A3CAgent(num_actions, lambda: model)
agent.train(env_name)

Tensorboard Logging

tensorboard --logdir=out --reload_interval=2

Sources:

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