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The Top 12 Policy Gradient Trpo Open Source Projects

Open source projects categorized as Policy Gradient Trpo
Categories > Machine Learning > Policy Gradient
Tianshou ⭐ 7,125
An elegant PyTorch deep reinforcement learning library.
dependent packages 10total releases 33most recent commit 3 months agopypi tianshou} Downloads
Deep Reinforcement Learning With Pytorch ⭐ 2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
most recent commit a year ago
Pytorch Rl ⭐ 638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
most recent commit 3 years ago
Hands On Reinforcement Learning With Python ⭐ 596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
most recent commit 4 years ago
Deeprl_algorithms ⭐ 112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
most recent commit 3 years ago
Deep Reinforcement Learning With Python ⭐ 94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
most recent commit 3 years ago
Tensorl ⭐ 12
Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.
most recent commit 4 years ago
Rl Botics ⭐ 10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
most recent commit 5 years ago
Relax ⭐ 10
ReLAx - Reinforcement Learning Applications Library
most recent commit a year ago
Deep Bayesian Quadrature Policy Optimization ⭐ 9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
most recent commit 3 years ago
Deep Reinforcement Learning With Pytorch ⭐ 8
Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO
most recent commit 3 years ago
Pytorch Cpo ⭐ 5
PyTorch implementation of Constrained Policy Optimization
most recent commit 3 years ago
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