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thu-ml / tianshou

An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

Updated Oct 26, 2024
Python

sweetice / Deep-reinforcement-learning-with-pytorch

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PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Mar 24, 2023
Python

Khrylx / PyTorch-RL

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PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

reinforcement-learning deep-reinforcement-learning pytorch generative-adversarial-network policy-gradient trpo fisher-vectors pytorch-rl proximal-policy-optimization ppo a2c

Updated Feb 9, 2021
Python

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

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Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients

Updated Oct 7, 2020
Jupyter Notebook

MushroomRL / mushroom-rl

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Python library for Reinforcement Learning.

reinforcement-learning qlearning deep-learning deep-reinforcement-learning openai-gym pytorch dqn rl atari ddpg sac trpo mujoco pybullet

Updated Oct 18, 2024
Python

jingweiz / pytorch-rl

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Deep Reinforcement Learning with pytorch & visdom

reinforcement-learning deep-learning deep-reinforcement-learning pytorch dqn a3c actor-critic pytorch-a3c acer trpo visdom

Updated Jul 16, 2020
Python

TianhongDai / reinforcement-learning-algorithms

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This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

algorithm deep-learning atari2600 flappy-bird deep-reinforcement-learning pytorch dqn ddpg sac actor-critic trpo dueling-dqn trust-region-policy-optimization proximal-policy-optimization ppo a2c soft-actor-critic

Updated Jan 16, 2021
Python

marload / DeepRL-TensorFlow2

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🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated Jun 4, 2022
Python

dongminlee94 / deep_rl

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PyTorch implementation of deep reinforcement learning algorithms

deep-reinforcement-learning pytorch dqn ddpg sac npg ddqn trpo ppo a2c td3 model-free-rl vpg sac-aea

Updated Nov 19, 2021
Python

ikostrikov / pytorch-trpo

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PyTorch implementation of Trust Region Policy Optimization

reinforcement-learning deep-learning deep-reinforcement-learning pytorch continuous-control trpo mujoco trust-region-policy-optimization

Updated Sep 13, 2018
Python

Skylark0924 / Machine-Learning-is-ALL-You-Need

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🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

Updated Aug 25, 2023
Python

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

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Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym q-learning dqn policy-gradient a3c ddpg sac inverse-reinforcement-learning actor-critic bellman-equation double-dqn trpo c51 ppo a2c td3

Updated Apr 1, 2021
Jupyter Notebook

RITCHIEHuang / DeepRL_Algorithms

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DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)

deep-reinforcement-learning dqn policy-gradient reinforcement-learning-algorithms reinforcement trpo mujoco pytorch-rl ppo td3 pytorch-implementation soft-actor-critic tensorflow2 policygradient

Updated Mar 25, 2023
Python

RchalYang / torchrl

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Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

algorithm reinforcement-learning pytorch dqn gym ddpg sac trpo mujoco ppo td3 rl-algorithms policy-agent

Updated Jul 10, 2022
Python

andrewliao11 / gail-tf

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Tensorflow implementation of generative adversarial imitation learning

reinforcement-learning tensorflow generative-adversarial-network imitation-learning inverse-reinforcement-learning continuous-control trpo gail

Updated Apr 23, 2018
Python

AcutronicRobotics / ros2learn

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ROS 2 enabled Machine Learning algorithms

machine-learning reinforcement-learning deep-learning robotics ml ros dqn rl ros2 trpo ppo acktr

Updated Jun 26, 2019
Python

steveKapturowski / tensorflow-rl

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Implementations of deep RL papers and random experimentation

reinforcement-learning tensorflow openai-gym dqn a3c pgq trpo

Updated Apr 7, 2018
Python

liuzuxin / FSRL

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🚀 A fast safe reinforcement learning library in PyTorch

library reinforcement-learning robotics decision-making pytorch sac safety-critical trpo ppo cpo safe-rl trustworthy-ai cvpo

Updated Sep 30, 2024
Python

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

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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

algorithm reinforcement-learning pytorch dqn sarsa a3c ddpg sac actor-critic double-dqn trpo dueling-dqn a2c td3 policy-gradients

Updated Mar 1, 2021
Python

Scitator / Run-Skeleton-Run

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Reason8.ai PyTorch solution for NIPS RL 2017 challenge

reinforcement-learning tensorflow pytorch ddpg nips actor-critic physics-based trpo nips-2017 ppo ddpg-agent pytorch-solution

Updated Oct 15, 2019
Python

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Here are 74 public repositories matching this topic...

thu-ml / tianshou

sweetice / Deep-reinforcement-learning-with-pytorch

Khrylx / PyTorch-RL

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

MushroomRL / mushroom-rl

jingweiz / pytorch-rl

TianhongDai / reinforcement-learning-algorithms

marload / DeepRL-TensorFlow2

dongminlee94 / deep_rl

ikostrikov / pytorch-trpo

Skylark0924 / Machine-Learning-is-ALL-You-Need

sudharsan13296 / Deep-Reinforcement-Learning-With-Python

RITCHIEHuang / DeepRL_Algorithms

RchalYang / torchrl

andrewliao11 / gail-tf

AcutronicRobotics / ros2learn

steveKapturowski / tensorflow-rl

liuzuxin / FSRL

LxzGordon / Deep-Reinforcement-Learning-with-pytorch

Scitator / Run-Skeleton-Run

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