Top 60 rl open source projects

Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Rl Tutorial Jnrr19
Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Rl trading
An environment to high-frequency trading agents under reinforcement learning
Atari
AI research environment for the Atari 2600 games 🤖.
Rl Baselines3 Zoo
A collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
T 1000
⚡️ ⚡️ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐
Cherry
A PyTorch Library for Reinforcement Learning Research
Real Time Ml Project
A curated list of applied machine learning and data science notebooks and libraries across different industries.
Reinforcement learning
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
Arel
Code for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Pytorch Rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Stable Baselines
Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Aws Robomaker Sample Application Deepracer
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
Dopamine
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
Exploration By Disagreement
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
Ai Paper Drawer
人工智能论文关键点集结。This project aims to collect key points of AI papers.
Rlenv.directory
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Noreward Rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Trading Gym
A Trading environment base on Gym
Nlg Rl
Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Dqn Flappybird
Play flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Rl Baselines Zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Seed rl
SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
✭ 564
pythongcprl
Rosettastone
Hearthstone simulator using C++ with some reinforcement learning
Spriteworld
Spriteworld: a flexible, configurable python-based reinforcement learning environment
Irl Imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Elf
ELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
Matterport3dsimulator
AI Research Platform for Reinforcement Learning from Real Panoramic Images.
Gym Gazebo2
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
rl
Generic reinforcement learning codebase in TensorFlow
mdp
Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.
Corailed
Unrailed! simulator using C++ with some reinforcement learning and Unrailed! AI using Python with OpenCV
gym-rs
OpenAI's Gym written in pure Rust for blazingly fast performance
hra
Hybrid Reward Architecture
Transformers-RL
An easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
mujoco-benchmark
Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library
1-60 of 60 rl projects