Pytorch DrlPyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
GymfcA universal flight control tuning framework
Alphazero gomokuAn implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Rl Tutorial Jnrr19Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Rl tradingAn environment to high-frequency trading agents under reinforcement learning
AtariAI research environment for the Atari 2600 games 🤖.
CoachReinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
Rl Baselines3 ZooA collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
T 1000⚡️ ⚡️ 𝘋𝘦𝘦𝘱 𝘙𝘓 𝘈𝘭𝘨𝘰𝘵𝘳𝘢𝘥𝘪𝘯𝘨 𝘸𝘪𝘵𝘩 𝘙𝘢𝘺 𝘈𝘗𝘐
CherryA PyTorch Library for Reinforcement Learning Research
Real Time Ml ProjectA curated list of applied machine learning and data science notebooks and libraries across different industries.
Reinforcement learningImplementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
ArelCode for the ACL paper "No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling"
Pytorch RlTutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Ros2learnROS 2 enabled Machine Learning algorithms
Stable BaselinesMirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
DopamineDopamine is a research framework for fast prototyping of reinforcement learning algorithms.
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.directoryExplore 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
Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Dqn FlappybirdPlay flappy bird with DQN, a demo for reinforcement learning, implemented using PyTorch
Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Seed rlSEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
RosettastoneHearthstone simulator using C++ with some reinforcement learning
SpriteworldSpriteworld: a flexible, configurable python-based reinforcement learning environment
Irl ImitationImplementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
ElfELF: a platform for game research with AlphaGoZero/AlphaZero reimplementation
DrqDrQ: Data regularized Q
RadRAD: Reinforcement Learning with Augmented Data
Gym Gazebo2gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
TianshouAn elegant PyTorch deep reinforcement learning library.
DOM-Q-NETGraph-based Deep Q Network for Web Navigation
rlGeneric reinforcement learning codebase in TensorFlow
RL-code-resourcesA collection of Reinforcement Learning GitHub code resources divided by frameworks and environments
protoProto-RL: Reinforcement Learning with Prototypical Representations
mdpMake it easy to specify simple MDPs that are compatible with the OpenAI Gym.
CorailedUnrailed! simulator using C++ with some reinforcement learning and Unrailed! AI using Python with OpenCV
logrlLogarithmic Reinforcement Learning
Pytorch-PCGradPytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
gym-rsOpenAI's Gym written in pure Rust for blazingly fast performance
hraHybrid Reward Architecture
Transformers-RLAn easy PyTorch implementation of "Stabilizing Transformers for Reinforcement Learning"
mujoco-benchmarkProvide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library