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470 search results found
Spinningup
⭐
9,367
An educational resource to help anyone learn deep reinforcement learning.
Stable Baselines3
⭐
7,292
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Financial Machine Learning
⭐
5,277
A curated list of practical financial machine learning tools and applications.
Agents
⭐
2,658
TFAgents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.
Deep Reinforcement Learning Hands On
⭐
2,527
Handson Deep Reinforcement Learning, published by Packt
Alphazero_gomoku
⭐
2,427
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Minimalrl
⭐
2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Muzero General
⭐
2,203
MuZero
Garage
⭐
1,677
A toolkit for reproducible reinforcement learning research.
Rl
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1,658
A modular, primitivefirst, pythonfirst 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 pretrained agents included.
Bsuite
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1,410
bsuite is a collection of carefullydesigned experiments that investigate core capabilities of a reinforcement learning (RL) agent
Noreward Rl
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1,315
[ICML 2017] TensorFlow code for Curiositydriven Exploration for Deep Reinforcement Learning
D3rlpy
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1,149
An offline deep reinforcement learning library
Smac
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881
SMAC: The StarCraft MultiAgent Challenge
Smarts
⭐
853
Scalable MultiAgent RL Training School for Autonomous Driving
Maro
⭐
765
MultiAgent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for realworld resource optimization problems.
Seed_rl
⭐
755
SEED RL: Scalable and Efficient DeepRL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Scalable_agent
⭐
746
A TensorFlow implementation of Scalable Distributed DeepRL with Importance Weighted ActorLearner Architectures.
Sample Factory
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692
High throughput synchronous and asynchronous reinforcement learning
Pytorch Maml Rl
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645
Reinforcement Learning with ModelAgnostic MetaLearning in Pytorch
Rlseq2seq
⭐
610
Deep Reinforcement Learning For Sequence to Sequence Models
Hanabi Learning Environment
⭐
597
hanabi_learning_environment is a research platform for Hanabi experiments.
Rlzoo
⭐
561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Torchbeast
⭐
560
A PyTorch Platform for Distributed RL
Sumo Rl
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545
Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.
Awesome Monte Carlo Tree Search Papers
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537
A curated list of Monte Carlo tree search papers with implementations.
Tensorflow Reinforce
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477
Implementations of Reinforcement Learning Models in Tensorflow
Robotics Rl Srl
⭐
455
SRL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Recsim
⭐
454
A Configurable Recommender Systems Simulation Platform
Rl Tutorial Jnrr19
⭐
442
StableBaselines tutorial for Journées Nationales de la Recherche en Robotique 2019
Ppo For Beginners
⭐
427
A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/codingppofromscratchw
Furniture
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418
IKEA Furniture Assembly Environment for LongHorizon Complex Manipulation Tasks
Irl Imitation
⭐
412
Implementation of Inverse Reinforcement Learning (IRL) algorithms in python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
Tf2rl
⭐
408
TensorFlow2 Reinforcement Learning
Papers In 100 Lines Of Code
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395
Implementation of papers in 100 lines of code.
Citylearn
⭐
392
Official reinforcement learning environment for demand response and load shaping
Stable Baselines3 Contrib
⭐
384
Contrib package for StableBaselines3  Experimental reinforcement learning (RL) code
Reinforcement Implementation
⭐
380
Implementation of benchmark RL algorithms
Maml_rl
⭐
379
Code for RL experiments in "ModelAgnostic MetaLearning for Fast Adaptation of Deep Networks"
Genrl
⭐
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
⭐
365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Rl Book
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362
Snake Ga
⭐
360
AI Agent that learns how to play Snake with Deep QLearning
Pytorch Rl
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356
This repository contains modelfree deep reinforcement learning algorithms implemented in Pytorch
Deep_rl_trader
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337
Trading Environment(OpenAI Gym) + DDQN (KerasRL)
Machine Learning Is All You Need
⭐
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!
Openai_lab
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314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Recnn
⭐
313
Reinforced Recommendation toolkit build around pytorch 1.7
Tonic
⭐
312
Tonic RL library
Reinforcement Learning Stanford
⭐
283
🕹️ CS234: Reinforcement Learning, Winter 2019  YouTube videos 👉
Deep Rl
⭐
270
Collection of Deep Reinforcement Learning algorithms
Lets Do Irl
⭐
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
Rlstructures
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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
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257
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
Reinforcement_learning
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250
Reinforcement learning tutorials
Gymfc
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242
A universal flight control tuning framework
Rlcycle
⭐
242
A library for readymade reinforcement learning agents and reusable components for neat prototyping
Simple_rl
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224
A simple framework for experimenting with Reinforcement Learning in Python.
Macad Gym
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224
MultiAgent 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
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221
Mirror of StableBaselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms
Icnn
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207
Input Convex Neural Networks
Dqn Chainer
⭐
198
Trading Rl
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195
Deep Reinforcement Learning for Financial Trading using Price Trailing @ ICASSP 2019
Gym Gazebo2
⭐
193
gymgazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Mjrl
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191
Reinforcement learning algorithms for MuJoCo tasks
Cherry
⭐
187
A PyTorch Library for Reinforcement Learning Research
Learning To Communicate Pytorch
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187
Learning to Communicate with Deep MultiAgent Reinforcement Learning in PyTorch
Tf_deep_rl_trader
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186
Trading Environment(OpenAI Gym) + PPO(TensorForce)
Morl Baselines
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185
MultiObjective Reinforcement Learning algorithms implementations.
Atari
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185
AI research environment for the Atari 2600 games 🤖.
Rl_trading
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181
An environment to highfrequency trading agents under reinforcement learning
Kb Infobot
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174
A dialogue bot for information access
Tensorflow Rl
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173
Implementations of deep RL papers and random experimentation
Fitml
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168
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
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166
ProMP: Proximal MetaPolicy Search
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
Atari Reset
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156
Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"
H Baselines
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154
A repository of highperforming hierarchical reinforcement learning models and algorithms.
Spirl
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154
Official implementation of "Accelerating Reinforcement Learning with Learned Skill Priors", Pertsch et al., CoRL 2020
Baby A3c
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153
A highperformance Atari A3C agent in 180 lines of PyTorch
Mdp Dp Rl
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153
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
Reinforcement Learning Algorithms With Python
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152
Reinforcement Learning Algorithms with Python, Published by Packt
Reinforcement_learning
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149
Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.
3book
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148
《Web安全之强化学习与GAN》
Rl4nmt
⭐
147
Reinforcement Learning for Neural Machine Translation
Anyrl Py
⭐
146
A reinforcement learning framework
Rl Reliability Metrics
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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.
Pedra
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142
Programmable Engine for Drone Reinforcement Learning Applications
Deepreinforcementlearningthatmatters
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137
Accompanying code for "Deep Reinforcement Learning that Matters"
Tradzqai
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136
Trading environnement for RL agents, backtesting and training.
Multitask And Transfer Learning
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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
Firedup
⭐
129
Clone of OpenAI's Spinning Up in PyTorch
Mvfst Rl
⭐
125
An asynchronous RL platform for congestion control in QUIC transport protocol. https://arxiv.org/abs/1910.04054.
Python Reinforcement Learning Projects
⭐
122
Python Reinforcement Learning Projects, published by Packt
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