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Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

Rlstructures ⭐ 261

RLStructures is a library to facilitate the implementation of new reinforcement learning algorithms. It includes a library, a tutorial, and different RL algorithms provided as examples.

Neural Combinatorial Rl Pytorch ⭐ 257

PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940

Multihopkg ⭐ 252

Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

Opennars ⭐ 252

OpenNARS for Research 3.0+

How_to_study_rl ⭐ 251

The text for those who want to study reinforcement learning in Korean

Reinforcement_learning ⭐ 250

Reinforcement learning tutorials

Rlcycle ⭐ 242

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Awesome Rl Nlp ⭐ 242

Curated Reinforcement Learning Resources for Natural Language Processing

A universal flight control tuning framework

Rl Theory Book ⭐ 238

Reinforcement learning theory book about foundations of deep RL algorithms with proofs.

Machina ⭐ 226

Deep Reinforcement Learning framework

Simple_rl ⭐ 224

A simple framework for experimenting with Reinforcement Learning in Python.

Macad Gym ⭐ 224

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

R0ck3t Le4ug3 Rl ⭐ 220

Cheats For Rocket League Download 2023! Auto-Win, Speed Hack, Unlimited Boost Hacks For Rocket League. Hacks For Rocket League Download.

Ai Resources ⭐ 217

Selection of resources to learn Artificial Intelligence / Machine Learning / Deep Learning

Bakkesmodsdk ⭐ 210

The current BakkesModSDK (Unofficial SDK for Rocket League)

Learning To Drive In 5 Minutes ⭐ 210

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

Input Convex Neural Networks

Autodrome ⭐ 204

Framework and OpenAI Gym Environment for Autonomous Vehicle Development

Awesome Real World Rl ⭐ 199

Great resources for making Reinforcement Learning work in Real Life situations. Papers,projects and more.

Dqn Chainer ⭐ 198

Trading Rl ⭐ 195

Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019

Gym Gazebo2 ⭐ 193

gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo

Reinforcement learning algorithms for MuJoCo tasks

Learning To Communicate Pytorch ⭐ 187

Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

A PyTorch Library for Reinforcement Learning Research

Tf_deep_rl_trader ⭐ 186

Trading Environment(OpenAI Gym) + PPO(TensorForce)

Awesome Computer Vision ⭐ 186

Awesome Resources for Advanced Computer Vision Topics

Morl Baselines ⭐ 185

Multi-Objective Reinforcement Learning algorithms implementations.

AI research environment for the Atari 2600 games 🤖.

Rl_trading ⭐ 181

An environment to high-frequency trading agents under reinforcement learning

Awesome Deep Reinforcement Learning ⭐ 181

Curated list for Deep Reinforcement Learning (DRL): software frameworks, models, datasets, gyms, baselines...

Reinforcement Learning In Robotics ⭐ 181

This is a private learning repository for reinforcement learning techniques used in robotics.

Kb Infobot ⭐ 174

A dialogue bot for information access

Deep_rl_with_pytorch ⭐ 174

A pytorch tutorial for DRL(Deep Reinforcement Learning)

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

A collection of python Machine Learning articles and examples. You will find code related to Reinforcement Learning, Q Learning, MDP, Bellman, OpenAI solutions and others. You can watch our agents here http://bit.ly/2Ayj4vA

ProMP: Proximal Meta-Policy Search

⚡ ⚡ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐

Spinning Up Basic ⭐ 164

Basic versions of agents from Spinning Up in Deep RL written in PyTorch

Spinningup Workshop ⭐ 162

For educational materials related to the spinning up workshops.

Text Summarizer Pytorch ⭐ 161

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

Atari Reset ⭐ 156

Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"

H Baselines ⭐ 154

A repository of high-performing hierarchical reinforcement learning models and algorithms.

Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020

Baby A3c ⭐ 153

A high-performance Atari A3C agent in 180 lines of PyTorch

Mdp Dp Rl ⭐ 153

Markov Decision Processes, Dynamic Programming and Reinforcement Learning

Reinforcement Learning Algorithms With Python ⭐ 152

Reinforcement Learning Algorithms with Python, Published by Packt

Tensorflow_rlre ⭐ 151

Reinforcement Learning for Relation Classification from Noisy Data(TensorFlow)

Reinforcement_learning ⭐ 149

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

《Web安全之强化学习与GAN》

Reinforcement Learning for Neural Machine Translation

Rlberry ⭐ 147

An easy-to-use reinforcement learning library for research and education.

Anyrl Py ⭐ 146

A reinforcement learning framework

Rl Reliability Metrics ⭐ 145

The RL Reliability Metrics library provides a set of metrics for measuring the reliability of reinforcement learning (RL) algorithms, as well as statistical tools for comparing algorithms and for computing confidence intervals on these metrics.

Tf A2rl ⭐ 144

The official implementation for A2-RL: Aesthetics Aware Rinforcement Learning for Automatic Image Cropping

Study Reinforcement Learning ⭐ 144

Studying Reinforcement Learning Guide

Programmable Engine for Drone Reinforcement Learning Applications

An implementation of the RL-NTM from http://arxiv.org/abs/1505.00521

Deepreinforcementlearningthatmatters ⭐ 137

Accompanying code for "Deep Reinforcement Learning that Matters"

Tradzqai ⭐ 136

Trading environnement for RL agents, backtesting and training.

Inverse_rl ⭐ 135

Multitask And Transfer Learning ⭐ 134

Benchmark and build RL architectures that can do multitask and transfer learning.

Rl_carla ⭐ 133

Use Reinforcement Learning to train an autonomous driving agent in CARLA Simulator

Bottom Up Summary ⭐ 129

Firedup ⭐ 129

Clone of OpenAI's Spinning Up in PyTorch

Code for image generation of Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow

Tensorflow 2 Reinforcement Learning Cookbook ⭐ 128

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Varibad ⭐ 126

Implementation of VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning - Zintgraf et al. (ICLR 2020)

Mvfst Rl ⭐ 125

An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.

Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"

Python Reinforcement Learning Projects ⭐ 122

Python Reinforcement Learning Projects, published by Packt

Rl Colab Notebooks ⭐ 121

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

Baba Is Auto ⭐ 120

Baba Is You simulator using C++ with some reinforcement learning

AIXIjs - General Reinforcement Learning in the Browser

Bert Summarization ⭐ 118

Lb Foraging ⭐ 116

Level-based Foraging (LBF): A multi-agent environment for RL

Benchmarl ⭐ 115

A collection of MARL benchmarks based on TorchRL

Webshop ⭐ 115

[NeurIPS 2022] 🛒WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents

Reinforcement_learning_in_python ⭐ 115

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

运小筹公众号是致力于分享运筹优化(LP、MIP、NLP、随机规划、鲁棒优化)、凸优化、强化学习等研究

Aws Robomaker Sample Application Deepracer ⭐ 114

Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track

Spiral Tensorflow ⭐ 113

Rl Forex Trader Lstm ⭐ 113

Deep LSTM Duel DQN Reinforcement Learning Forex EUR/USD Trader

Awesome Rl ⭐ 110

Awesome RL: Papers, Books, Codes, Benchmarks

Deep Reinforcement Learning With Python ⭐ 107

Deep Reinforcement Learning with Python, Second Edition, published by Packt

Rl_markets ⭐ 107

Market Making via Reinforcement Learning

Preferencetransformer ⭐ 107

Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)

Deep_reinforcement_learning ⭐ 102

Resources, papers, tutorials

Awesome Nas ⭐ 101

Flashbax ⭐ 100

⚡ Flashbax: Accelerated Replay Buffers in JAX

Rl Gan Net ⭐ 100

Official Repository of CVPR 2019 Paper : RL-GAN-Net: A Reinforcement Learning Agent Controlled GAN Network for Real-Time Point Cloud Shape Completion

Donkey_rl ⭐ 100

Reinforcement Learning Simulator for Donkey Car

Visualize_atari ⭐ 99

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

State Representation Learning (SRL) zoo with PyTorch - Part of S-RL Toolbox

A simple implementation of the OWL2 RL Profile on top of RDFLib: it expands the graph with all possible triples that OWL RL defines. It can be used together with RDFLib to expand an RDFLib Graph object, or as a stand alone service with its own serialization.

Ros2learn ⭐ 98

ROS 2 enabled Machine Learning algorithms

Python Rl ⭐ 97

Some Reinforcement Learning in Python

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