1.thu-ml / tianshouAn elegant PyTorch deep reinforcement learning library.pytorchpolicy-gradientdqndouble-dqna2cddpg+13 morePythonMIT11K total1.4K forks+169 starsfrom 10,879 · score 5.14
2.tensorflow / agentsTF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.reinforcement-learningtensorflowcontextual-banditsbanditsmulti-armed-banditstf-agents+2 morePythonAPACHE-2.03K total750 forks+16 starsfrom 3,016 · score 2.83
3.tensorlayer / TensorLayerDeep Learning and Reinforcement Learning Library for Scientists and Engineers tensorlayerdeep-learningtensorflowneural-networkreinforcement-learningartificial-intelligence+10 morePythonOther license7.4K total1.6K forks+15 starsfrom 7,370 · score 2.77
4.iffiX / machinReinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...reinforcement-learningdeep-learningpytorchpytorch-reinforcement-learningdqnddpg+8 morePythonMIT420 total51 forks+1 starsfrom 419 · score 0.69