calclavia/rl

Reinforcement learning algorithms implemented using Keras and OpenAI Gym

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:

• https://medium.com/emergent-future/simple-reinforcement-learning-with-tensorflow-part-8-asynchronous-actor-critic-agents-a3c-c88f72a5e9f2