/rlagent

Reinforcement learning framework in tensorflow, compatible with OpenAI Gym like environments.

Primary LanguagePythonMIT LicenseMIT

RL Agent

Reinforcement learning framework in tensorflow, compatible with OpenAI Gym like environments.

Algorithms

  • Deep Deterministic Policy Gradient (DDPG)
  • Advantage Actor Critic (A2C, synchronous)

Installation

  1. install MPICH
sudo apt-get install mpich
  1. install tensorflow

cpu-version

pip install tensorflow

gpu-version

pip install tensorflow-gpu
  1. install rlagent
pip install rlagent

Tutorial

1. Getting started