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68 search results found
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning With Pytorch
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2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Rl Baselines Zoo
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1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Pytorch Rl
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703
Deep Reinforcement Learning with pytorch & visdom
Pytorch Rl
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638
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Modular_rl
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523
Implementation of TRPO and related algorithms
Reinforcement Learning Algorithms
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407
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)
Reinforcement Implementation
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380
Implementation of benchmark RL algorithms
Deep_rl
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372
PyTorch implementations of deep reinforcement learning algorithms
Machine Learning Is All You Need
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337
🔥🌟《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!
Pytorch Trpo
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252
PyTorch implementation of Trust Region Policy Optimization
Pg_travel
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243
Policy Gradient algorithms (REINFORCE, NPG, TRPO, PPO)
Tensorflow Rl
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173
Implementations of deep RL papers and random experimentation
Gail Tf
⭐
167
Tensorflow implementation of generative adversarial imitation learning
Reinforcement Learning Algorithms With Python
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152
Reinforcement Learning Algorithms with Python, Published by Packt
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Torchrl
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127
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Deeprl_algorithms
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112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Samsung Drl Code
⭐
105
A repository for implementations of deep reinforcement learning lectured at Samsung
Ros2learn
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98
ROS 2 enabled Machine Learning algorithms
Safety Starter Agents
⭐
86
Basic constrained RL agents used in experiments for the "Benchmarking Safe Exploration in Deep Reinforcement Learning" paper.
Run Skeleton Run
⭐
81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Rltf
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75
Reinforcement Learning implementations and research prototyping in TensorFlow
Parallel Trpo
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66
A parallel version of Trust Region Policy Optimization
Code For Paper
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59
Ai_dresses_itself
⭐
53
This is the code for "AI that Dresses Itself" By Siraj Raval on Youtube
Me Trpo
⭐
48
Rl Experiments
⭐
47
High-quality implementations of deep reinforcement learning algorithms for experiments
Deepmimic_mujoco
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46
DeepMimic Mujoco version; Python only; No Bullet, No C++
Rlpack
⭐
35
A pack of reinforcement learning algorithms.
Rlsscontinuouscontroltutorial
⭐
34
Tutorial on continuous control at Reinforcement Learning Summer School 2017.
Ppo Clip And Ppo Penalty On Atari Domain
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33
Implement PPO-clip and PPO-penalty on Atari, which is the only open source of PPO-penalty
Bremen
⭐
29
Codebase of Deployment-Efficient Reinforcement Learning via Model-Based Offline Optimization
Srlf
⭐
24
Simple Reinforcement Learning Framework
Core Rl
⭐
24
Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcement Learning" for additional details.
Modulardecision
⭐
20
[CoRL'20] Learning a Decision Module by Imitating Driver’s Control Behaviors
Reinforcement Learning Code
⭐
20
A repository for codes of reinforcement learning algorithms with PyTorch
Rl Pytorch
⭐
20
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
Capg
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19
Implementation of clipped action policy gradient (CAPG) with PPO and TRPO
Trpo
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17
trust region policy optimization base on gym and tensorflow, can run in distribution mode
Rl Cbf
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17
Reinforcement_learning_playground
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16
Playground for reinforcement learning algorithms implemented in TensorFlow
Implementation Matters
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15
Rlzoo
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15
fork of rl-baseline-zoo
Deep Rl Toolkit
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15
RLToolkit is a flexible and high-efficient reinforcement learning framework. Include implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Agail
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14
Adversarial Imitation Learning from Incomplete Demonstrations
Reinforcement_learning_ppo_rnd
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14
Deep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
Imitation Learning From Imperfect Demonstration
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14
[ICML 2019] Implementation of "Imitation Learning from Imperfect Demonstration"
Tensorl
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12
Simple and self-contained TensorFlow implementation of reinforcement learning algorithms for continuous control, integrated with OpenAI Gym and other physics engines.
Relax
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10
ReLAx - Reinforcement Learning Applications Library
Rl Botics
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10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Policy_based_rl
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10
The implement of the policy gradient RL algorithm with pytorch
Deep Bayesian Quadrature Policy Optimization
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9
Official implementation of the AAAI 2021 paper Deep Bayesian Quadrature Policy Optimization.
Deeprl Pytorch
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9
Pytorch implementations of various Deep Reinforcement Learning algorithms on pybullet environments.
Actorch
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8
Deep reinforcement learning framework for fast prototyping based on PyTorch
Trpo Tensorflow2
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8
TRPO Implementation in Tensorflow 2.0 for Reinforcement Learning Project @ Sapienza
Gridworld
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8
OpenAI gym-based algorithm for the grid world problem
Onpolicybaselines
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8
on-policy optimization baselines for deep reinforcement learning
Deep Reinforcement Learning With Pytorch
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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
Rl Framework
⭐
8
Framework of Reinforcement Learning algorithms for AILab, Peking University
Trpo
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7
Trust Region Policy Optimization - Proximal Policy Optimization Implementation
Mujoco Pg
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6
PyTorch implementation of Vanilla PG, TNPG, TRPO, PPO on Mujoco environment
Spinning_up_kr
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6
Max
⭐
6
Development of a virtual quadruped robot using OpenAI & Mujoco
Mepol
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5
Implementation of the MEPOL algorithm - A policy gradient method for task-agnostic exploration
Pytorch Cpo
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5
PyTorch implementation of Constrained Policy Optimization
Ddpg_cnn_pendulum_practice
⭐
5
practice
Autonomous_car_rl
⭐
5
Code for Autonomous Car with Reinforcement Learning
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