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96 search results found
Baselines
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14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Reinforcement Learning With Tensorflow
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8,174
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Easy Rl
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7,643
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github
Tianshou
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7,125
An elegant PyTorch deep reinforcement learning library.
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Reinforcement Learning
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4,115
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Cleanrl
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3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Elegantrl
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3,489
Massively Parallel Deep Reinforcement Learning. 🔥
Deeprl
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2,834
Modularized Implementation of Deep RL Algorithms in PyTorch
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 ....
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Slm Lab
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1,052
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Autonomous Learning Library
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616
A PyTorch library for building deep reinforcement learning agents.
Rl_games
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603
RL implementations
Rlcode
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560
Huskarl
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417
Deep Reinforcement Learning Framework + 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)
Pytorch Drl
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387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
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
Xuance
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339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
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!
Xingtian
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282
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Reinforcement_learning
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250
Reinforcement learning tutorials
Rlgraph
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241
RLgraph: Modular computation graphs for deep reinforcement learning
Deep Reinforcement Learning Algorithms
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235
32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Machin
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206
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Tf2 Rl
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178
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Deeprl Tensorflow2
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139
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Rl Experiments
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134
Keeping track of RL experiments
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)
Awesome Rl
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110
Awesome RL: Papers, Books, Codes, Benchmarks
Samsung Drl Code
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105
A repository for implementations of deep reinforcement learning lectured at Samsung
Ros2learn
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98
ROS 2 enabled Machine Learning algorithms
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Explorer
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68
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Deep_rl_zoo
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65
A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.
Stateadvdrl
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63
[NeurIPS 2020, Spotlight] Code for "Robust Deep Reinforcement Learning against Adversarial Perturbations on Observations"
Pensieve Ppo
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51
The simplest implementation of Pensieve (SIGCOMM' 17) via state-of-the-art RL algorithms, including PPO, DQN, and SAC
Reinforcementlearning
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48
Reinforcing Your Learning of Reinforcement Learning
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
Reinforcementlearningzoo.jl
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45
Pytorch Learn Reinforcement Learning
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42
A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
Minimal Isaac Gym
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42
A Minimal Example of Isaac Gym with DQN and PPO.
Rl_matrix
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36
Reinforcement Learning Agents in .NET
Deeprl Baselines
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31
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
Drlkit
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29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Pyrl
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29
PyRL - Reinforcement Learning Framework in Pytorch (Policy Gradient, DQN, DDPG, TD3, PPO, SAC, etc.)
Rainy
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28
☔ Deep RL agents with PyTorch☔
Rl_pytorch
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27
Deep Reinforcement Learning Algorithms Implementation in PyTorch
Reinforcement_learning_with_pytorch
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27
Implement some algorithms of RL
Rl Policies Attacks Defenses
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26
Adversarial attacks on Deep Reinforcement Learning (RL)
Paramnoise
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25
A comparison of parameter space noise methods for exploration in deep reinforcement learning
General
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25
国内第一个基于TensorFlow2.0、支持非gym环境训练、支持可视化配置的强化学习应用编程框架
Hybrid Cp Rl Solver
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24
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
Ai Traineree
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21
PyTorch agents and tools for (Deep) Reinforcement Learning
Rl Pytorch
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20
A beginner-friendly repository on Deep Reinforcement Learning (RL), written in PyTorch.
Pbrl
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19
A Population Based Reinforcement Learning Library based on PyTorch
Rl_gym
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17
Solving several OpenAI Gym and custom gazebo environments using reinforcement learning techniques.
Deep Reinforcement Learning Algorithm Collection
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17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
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 ....
Rlzoo
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15
fork of rl-baseline-zoo
Mlagents
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13
This repository contains the implementation of deep reinforcement learning algorithms to solve various unity The Environments.
Deep Reinforcement Learning Notebooks
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13
This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Rl_lib
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13
Series of deep reinforcement learning algorithms 🤖
Rlcodebase
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12
RLCodebase: PyTorch Codebase For Deep Reinforcement Learning Algorithms
Xuance
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12
A clean framework and implementations for reinforcement learning algorithms.
Rl Practice Keras
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11
Reinforcement Learning
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11
Collection of reinforcement learning algorithms implementations with TensorFlow2
Rl Lib
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11
A simple and neat implementation of reinforcement learning algorithms.
Rl_algorithms
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10
Take the code of the reinforcement learning algorithm here~
Relax
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10
ReLAx - Reinforcement Learning Applications Library
Spacefortress
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9
OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206
Dopamax
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9
Reinforcement learning in pure JAX.
Deepreinforcementlearningpapers
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9
Rlin200lines
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9
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
Protorl
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8
A Torch Based RL Framework for Rapid Prototyping of Research Papers
Rlbox
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8
RLbox: Solving OpenAI Gym with TensorFlow
Rl Basics
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8
Simple single file implementation of Deep Reinforcement Learning algorithms
Regym
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8
Snakeai
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8
testing MLP, DQN, PPO, policy-gradient , LSTM + DQN by snake
Agent
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8
Example of an agents for neodroid environments 💡
Rl Framework
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8
Framework of Reinforcement Learning algorithms for AILab, Peking University
Unstable_baselines
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8
A TF2.0 implementation of RL baselines.
Purl
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7
Pathfinding Using Reinforcement Learning
Atari_pong_ppo_dqn
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7
Baselines Tf2
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6
openai baselines with tensorflow 2.0
Car_racer_gym
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6
Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.
Reinforcementlearningwithga
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5
Basicrl
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5
BasicRL: easy and fundamental codes for deep reinforcement learning。It is an improvement on rainbow-is-all-you-need and OpenAI Spinning Up.
Wegs Drl Baselines
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5
Minimum viable reinforcement learning algorithms for your educational convenience.
Morvanzhou Reinforcement Learning With Tensorflow
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5
Marl Uds
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5
Source code for the MARL-enabled real-time control of urban drainage system
Baselines
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5
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