rl
There are 727 repositories under rl topic.
google/dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
thu-ml/tianshou
An elegant PyTorch deep reinforcement learning library.
pytorch/ELF
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
junxiaosong/AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
IntelLabs/coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
pytorch/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
DLR-RM/rl-baselines3-zoo
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
pathak22/noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
araffin/rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
erlerobot/gym-gazebo
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
google-research/seed_rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
MushroomRL/mushroom-rl
Python library for Reinforcement Learning.
google-research/rliable
[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.
utilForever/RosettaStone
Hearthstone simulator using C++ with some reinforcement learning
MaximeVandegar/Papers-in-100-Lines-of-Code
Implementation of papers in 100 lines of code.
benedekrozemberczki/awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
araffin/rl-tutorial-jnrr19
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
neptune-ai/neptune-client
📘 The MLOps stack component for experiment tracking
yrlu/irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
ashishpatel26/Real-time-ML-Project
A curated list of applied machine learning and data science notebooks and libraries across different industries.
ChenglongChen/pytorch-DRL
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
peteanderson80/Matterport3DSimulator
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
Stable-Baselines-Team/stable-baselines3-contrib
Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Toni-SM/skrl
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
AcutronicRobotics/gym-gazebo2
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
MishaLaskin/rad
RAD: Reinforcement Learning with Augmented Data
denisyarats/drq
DrQ: Data regularized Q
wil3/gymfc
A universal flight control tuning framework
opennars/opennars
OpenNARS for Research 3.0+
google-deepmind/spriteworld
Spriteworld: a flexible, configurable python-based reinforcement learning environment
minqi/learning-to-communicate-pytorch
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
araffin/learning-to-drive-in-5-minutes
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
WeiChengTseng/Pytorch-PCGrad
Pytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
Stable-Baselines-Team/stable-baselines
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
ucaiado/rl_trading
An environment to high-frequency trading agents under reinforcement learning