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awesome-rl-libraries

Awesome reinforcement learning open source libraries.
https://github.com/Bruc3Xu/awesome-rl-libraries

  • tensorforce
  • agents - Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.);
  • dopamine
  • baselines - quality implementations of reinforcement learning algorithms);
  • stable-baseline3
  • acme
  • rlax
  • PARL - performance distributed training framework for Reinforcement Learning)
  • coach
  • softlearning - Critic algorithm.)
  • RLLib - x, impala, a3c etc.
  • rlpyt
  • habitat-lab - level library to train embodied AI agents across a variety of tasks, environments, and simulators.)
  • ReAgent
  • maro - Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.)
  • tianshou
  • rainbow is all you need
  • seedRL - RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.)
  • RLLib - x, impala, a3c etc.
  • torchbeast
  • GA3C
Programming Languages
Python 16 Jupyter Notebook 2
Keywords
reinforcement-learning 10 tensorflow 5 rl 4 pytorch 4 deep-learning 4 machine-learning 3 python 3 dqn 3 deep-reinforcement-learning 3 atari 2 rl-algorithms 2 robotics 2 ai 2 imitation-learning 2 mujoco 2 simulator 2 hierarchical-reinforcement-learning 1 distributed-reinforcement-learning 1 coach 1 carla 1 mxnet 1 onnx 1 openai-gym 1 roboschool 1 starcraft 1 starcraft2 1 starcraft2-ai 1 deep-neural-networks 1 soft-actor-critic 1 computer-vision 1 research 1 sim2real 1 control 1 system-control 1 tensorflow-library 1 tensorforce 1 bandits 1 contextual-bandits 1 multi-armed-bandits 1 tf-agents 1 google 1 ml 1 baselines 1 gsde 1 gym 1 openai 1 reinforcement-learning-algorithms 1 sb3 1 sde 1 stable-baselines 1