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171 search results found
Baselines
⭐
14,949
OpenAI Baselines: highquality implementations of reinforcement learning algorithms
Tianshou
⭐
7,125
An elegant PyTorch deep reinforcement learning library.
Keras Rl
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5,348
Deep Reinforcement Learning for Keras.
Cleanrl
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3,947
Highquality single file implementation of Deep Reinforcement Learning algorithms with researchfriendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Muzero General
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2,203
MuZero
Rainbow
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1,272
Rainbow: Combining Improvements in Deep Reinforcement Learning
D3rlpy
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1,149
An offline deep reinforcement learning library
Pfrl
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1,046
PFRL: a PyTorchbased deep reinforcement learning library
Async Rl
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1,013
Tensorflow + Keras + OpenAI Gym implementation of 1step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"
Lightzero
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767
[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios
Seed_rl
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755
SEED RL: Scalable and Efficient DeepRL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Dreamerv2
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700
Mastering Atari with Discrete World Models
Iris
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681
Transformers are SampleEfficient World Models. ICLR 2023, notable top 5%.
Torchbeast
⭐
560
A PyTorch Platform for Distributed RL
Awesome Monte Carlo Tree Search Papers
⭐
537
A curated list of Monte Carlo tree search papers with implementations.
Rl_a3c_pytorch
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535
A3C LSTM Atari with Pytorch plus A3G design
Openrl
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496
Unified Reinforcement Learning Framework
Reinforcement Implementation
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380
Implementation of benchmark RL algorithms
Qlearning4k
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364
Qlearning for Keras
Xuance
⭐
339
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Agentnet
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293
Deep Reinforcement Learning library for humans
Alf
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280
Agent Learning Framework https://alf.readthedocs.io
Reinforcement Learning Kr
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238
[파이썬과 케라스로 배우는 강화학습] 예제
Dreamer Pytorch
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233
Dream to Control: Learning Behaviors by Latent Imagination, implemented in PyTorch.
Minatar
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231
Self Imitation Learning
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225
ICML 2018 SelfImitation Learning
C Swm
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221
Contrastive Learning of Structured World Models
Ai_for_atari
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200
Deep Reinforcement Learning Algorithms for solving Atari 2600 Games
Dqn Chainer
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198
Dqn
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194
Basic DQN implementation
Paac
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185
Open source implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning
Atari
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185
AI research environment for the Atari 2600 games 🤖.
Adeptrl
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178
Reinforcement learning framework to accelerate research
Atari Reset
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156
Code for the blog post "Learning Montezuma’s Revenge from a Single Demonstration"
Baby A3c
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153
A highperformance Atari A3C agent in 180 lines of PyTorch
Dqn_tensorflow
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152
Tensorflow implementation of deep Q networks in paper 'Playing Atari with Deep Reinforcement Learning'
Sim2600
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144
Visual6502.org transistorlevel simulation of the Atari 2600 game console
Game Ai
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140
Game AI for Machine Learning for Hackers #3
Multitask And Transfer Learning
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134
Benchmark and build RL architectures that can do multitask and transfer learning.
Atari Rl
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121
Atari  Deep Reinforcement Learning algorithms in TensorFlow
Rltime
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116
RLtime is a reinforcement learning library focused on stateoftheart qlearning algorithms and features
Fractalai
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94
Celular automatonbased calculus for the masses
Categorical Dqn
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90
A working implementation of the Categorical DQN (Distributional RL).
Td Gammon
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90
Implementation of TDGammon in TensorFlow.
Dqn Atari
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89
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well
Reinforcement_learning
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89
강화학습에 대한 기본적인 알고리즘 구현
Drqn Tensorflow
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88
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Space
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84
Official PyTorch implementation of "SPACE: Unsupervised ObjectOriented Scene Representation via Spatial Attention and Decomposition"
Tiny Dqn
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78
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
Rl
⭐
75
Generic reinforcement learning codebase in TensorFlow
Xworld
⭐
74
A C++/Python simulator package for reinforcement learning
Deep_rl_ale
⭐
73
An implementation of Deep Reinforcement Learning / Deep QNetworks for Atari games in TensorFlow
Recurrent Environment Simulators
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73
Deepmind Recurrent Environment Simulators paper implementation in tensorflow
Chimp
⭐
72
General purpose framework for deep reinforcement learning
Atari Pong
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71
Neural Networks For Playing Pong
Gym Games
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65
A gymnasium version of various games for reinforcement learning.
Fathom
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62
Reference workloads for modern deep learning methods.
Techcircle_openai_handson
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59
TechCircle OpenAI Handson Repository
Hands On Neuroevolution With Python
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57
Handson Neuroevolution with Python, Published by Packt
Rainbow Iqn Apex
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52
Distributed RainbowIQN for Atari
Fruit Api
⭐
50
A Universal Deep Reinforcement Learning Framework
Reinforcementlearning
⭐
48
Reinforcing Your Learning of Reinforcement Learning
Ml In Tf
⭐
45
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Async Deeprl
⭐
44
Playing Atari games with TensorFlow implementation of Asynchronous Deep QLearning
Dqn Atari
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44
Deep QLearning (DQN) implementation for Atari pong.
Deep Reinforcement Learning With Double Q Learning
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41
📖 Paper: Deep Reinforcement Learning with Double Qlearning 🕹️
Mmn
⭐
40
Moore Machine Networks (MMN): Learning FiniteState Representations of Recurrent Policy Networks
Galaxy Attack
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38
An inspiration of the original Atari Space Invaders game built in pygame 👾 🎮
Pop3d
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35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
Breakout Deep Q Network
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33
tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout
Ppo Clip And Ppo Penalty On Atari Domain
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33
Implement PPOclip and PPOpenalty on Atari, which is the only open source of PPOpenalty
Reinforcement Learning Kr V2
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33
[파이썬과 케라스로 배우는 강화학습] 텐서플로우 2.0 개정판 예제
Deep Q Networks
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32
Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym
Deep Rl Bootcamp Labs
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32
Solutions to the Deep RL Bootcamp labs
Pytorch Rl Cpp
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31
A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)
Dehrl
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31
Diversity−Driven Extensible Hierarchical Reinforcement Learning. AAAI 2019.
Atari_multitask
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30
Atari gauntlet for RL agents
Dqn
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30
TensorFlow & Keras implementation of DQN with HER (Hindsight Experience Replay)
Lirpg
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29
Deep Q Atari
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29
Keras and OpenAI Gym implementation of the Deep Qlearning algorithm to play Atari games.
Nesgym
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27
NES environment for openai gym
Dqn Ddqn On Space Invaders
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26
Implementation of Double Deep Q Networks and Dueling Q Networks using Keras on Space Invaders using OpenAI Gym. Code can be easily generalized to other Atari games.
Pytorch Cns
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26
Generalized Compressed Network Search with PyTorch
Drqn Keras
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25
AtariDRQN (keras ver.)
Drl
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24
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
Ddrl
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22
Human Level Control Through Deep Reinforcement Learning
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22
📖 Paper: Humanlevel control through deep reinforcement learning 🕹️
Playing Custom Games Using Deep Learning
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22
Implementation of Google's paper on playing atari games using deep learning in python.
Paac.pytorch
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21
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Human Rl
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21
Code for human intervention reinforcement learning
Agnes
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20
Flexible Reinforcement Learning Framework with PyTorch
Dpfrl
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20
Discriminative Particle Filter Reinforcement Learning for Complex Partial Observations (ICLR 2020)
Dqn Tensorflow
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19
Deep Q Network implements by Tensorflow
Atrcopy
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19
Command line utility to manage file systems on Atari 8bit and Apple ][ disk images.
Rosmo
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19
Code for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023
Malmo Challenge
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18
Malmö challenge
Sc2atari
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18
Convert sc2 environment to gymatari and play some minigames
Rl_workshop
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17
Materials and organization for the upcoming ML workshop.
Auto Datfile Generator
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16
Generate NoIntro & Redump WWW clrmamepro profiles daily
Reward Estimator Corl
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16
Reward Estimation for Variance Reduction in Deep Reinforcement Learning
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