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Model-free Reinforcement Learning in Tensorflow 2

Algorithms

  • Soft Actor-Critic
  • Twin-delayed DDPG
  • Proximal Policy Optimization

Features

  • One file per algorithm so that they can serve as submodules for other projects without dependencies
  • Results for MuJoCo and PyBullet

Requirement

Training

Visualization

Reference