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129 search results found
Stable Baselines3
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7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Practical_rl
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5,572
A course in reinforcement learning in the wild
Alphazero_gomoku
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2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Minimalrl
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2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Muzero General
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2,203
MuZero
Garage
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1,677
A toolkit for reproducible reinforcement learning research.
Rl
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1,658
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
Rl Baselines3 Zoo
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1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
D3rlpy
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1,149
An offline deep reinforcement learning library
Mushroom Rl
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765
Python library for Reinforcement Learning.
Pytorch Maml Rl
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645
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
Polyrnn Pp Pytorch
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634
PyTorch training/tool code for Polygon-RNN++ (CVPR 2018)
Rl_games
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603
RL implementations
Rl Starter Files
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571
RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code
Torchbeast
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560
A PyTorch Platform for Distributed RL
Neptune Client
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518
📘 The MLOps stack component for experiment tracking
Awesome Deep Rl
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477
A curated list of awesome Deep Reinforcement Learning resources.
Robotics Rl Srl
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455
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Real Time Ml Project
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437
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Ppo For Beginners
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427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-w
Papers In 100 Lines Of Code
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395
Implementation of papers in 100 lines of code.
Pytorch Drl
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387
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stable Baselines3 Contrib
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384
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Genrl
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375
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Drq
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369
DrQ: Data regularized Q
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Pytorch Rl
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356
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
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!
Recnn
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313
Reinforced Recommendation toolkit build around pytorch 1.7
Lets Do Irl
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269
Inverse RL algorithms (APP, MaxEnt, GAIL, VAIL)
Skrl
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263
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
Neural Combinatorial Rl Pytorch
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257
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
Multihopkg
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252
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
Rlcycle
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242
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Cherry
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187
A PyTorch Library for Reinforcement Learning Research
Morl Baselines
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185
Multi-Objective Reinforcement Learning algorithms implementations.
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Spinning Up Basic
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164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
Text Summarizer Pytorch
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161
Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network
Baby A3c
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153
A high-performance Atari A3C agent in 180 lines of PyTorch
Firedup
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129
Clone of OpenAI's Spinning Up in PyTorch
Benchmarl
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115
A collection of MARL benchmarks based on TorchRL
Visualize_atari
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99
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Srl Zoo
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98
State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox
60_days_rl_challenge
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92
60_Days_RL_Challenge中文版
Categorical Dqn
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90
A working implementation of the Categorical DQN (Distributional RL).
Robust Multitask Rl
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84
Machine Learning Course Project Skoltech 2018
Pytorch 1.x Reinforcement Learning Cookbook
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82
PyTorch 1.x Reinforcement Learning Cookbook, published by Packt
Run Skeleton Run
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81
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Mujoco Benchmark
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78
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
Pytorch Distributed
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74
Ape-X DQN & DDPG with pytorch & tensorboard
Nas With Code
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72
Neural Architecture Search (NAS) papers with code
Rl Trained Agents
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67
A collection of pre-trained RL agents using Stable Baselines3
Rlassistant
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66
RLA is a tool for managing your RL experiments automatically
Distributed_rl
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66
Pytorch implementation of distributed deep reinforcement learning
Pytorch Rl
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64
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Rl Based Graph2seq For Nqg
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64
Code & data accompanying the ICLR 2020 paper "Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation"
Pytorch.rl.learning
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61
for learning reinforcement learning using PyTorch.
Pytorch Pcgrad
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53
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
Pytorch Rl
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53
Rl Plotter
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53
✨ A plotter for reinforcement learning (RL)
Nlg Rl
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51
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Rl Code Resources
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49
A collection of Reinforcement Learning GitHub code resources divided by frameworks and environments
Force
⭐
47
A library for reinforcement learning research
Rl Experiments
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47
High-quality implementations of deep reinforcement learning algorithms for experiments
Super Mario Rl
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46
🍄Reinforcement Learning: Super Mario Bros with dueling dqn🍄
Torch Discounted Cumsum
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44
Fast Discounted Cumulative Sums in PyTorch
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.
Rl_bootcamp
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41
Repository for slides & codes of RL Korea Bootcamp
Catalyst Rl
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41
Proto
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34
Proto-RL: Reinforcement Learning with Prototypical Representations
Rl Gallery
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34
A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.
Dlrl Playground
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32
The code repo contains multiple code reproduction processes of various SOTA deep learning algorithms
Note
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31
Easily implement parallel training and distributed training. Machine learning library.
Grounded Language Learning In Pytorch
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30
Implementation of Grounded Language Learning in a 3D Simulated World (DeepMind)
Catalyst Rl Framework
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29
Catalyst.RL: A Distributed Framework for Reproducible RL Research
Ddpg Pytorch
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28
PyTorch implementation of DDPG for continuous control tasks.
Bindsnet
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28
Simulation of spiking neural networks (SNNs) using PyTorch.
Pytorch Pommerman Rl
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28
PyTorch RL for Pommerman
Fast Reinforcement Learning
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26
Important Note fastrl version 2 is being developed at fastrl. Note the link in the readme
Visdial Diversity
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26
Pytorch implementation of https://arxiv.org/pdf/1909.10470.pdf
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Berkeley Deep Rl Pytorch Starter
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23
Pytorch starter code for UC Berkeley's cs285 assignments
Challenge Aido_rl Il
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23
Reinforcement Learning + Imitation Learning based approach to AI Driving Olympics
Kuka_rl
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20
Reinforcement Learning Experiments using PyBullet
Dqn Flappybird
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20
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Hierarchical Meta Reinforcement Learning
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19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Neural Dynamic Policies
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19
Bombora
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19
My experimentations with Reinforcement Learning in Pytorch
R2l
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18
Recurrent continuous reinforcement learning algorithms implemented in Pytorch.
Butd_model
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17
A pytorch implementation of "Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering" for image captioning.
Pysc2 Rl Mini
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16
StarCraft II Reinforcement Learning with Pytorch - Mini Games
Google Football Pytorch
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15
It's the pytorch implementation of google research football.
Pytorch Rl
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14
Pytorch Implementation of RL algorithms
Stochastic Muzero
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14
Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
Hrl Ep3
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14
Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies
Challenge Aido_lf Baseline Rl Sim Pytorch
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12
Rl8
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12
A high throughput, end-to-end RL library for infinite horizon tasks.
Xuance
⭐
12
A clean framework and implementations for reinforcement learning algorithms.
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