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194 search results found
Baselines
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14,949
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Tianshou
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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
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Di Engine
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2,681
OpenDILab Decision AI Engine
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 PyTorch-based deep reinforcement learning library
Universe Starter Agent
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1,021
A starter agent that can solve a number of universe environments.
Async Rl
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1,013
Tensorflow + Keras + OpenAI Gym implementation of 1-step 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 Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.
Libretro Database
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734
Repository containing cheatcode files, content data files, etc.
Dreamerv2
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700
Mastering Atari with Discrete World Models
Iris
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681
Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.
Slimevolleygym
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667
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
Torchbeast
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560
A PyTorch Platform for Distributed RL
Awesome Monte Carlo Tree Search Papers
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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
Batch_rl
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443
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
Reinforcement Implementation
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380
Implementation of benchmark RL algorithms
Qlearning4k
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364
Q-learning for Keras
Xuance
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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
[ํ์ด์ฌ๊ณผ ์ผ๋ผ์ค๋ก ๋ฐฐ์ฐ๋ ๊ฐํํ์ต] ์์
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 Self-Imitation 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 ๐ค.
Adeptrl
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178
Reinforcement learning framework to accelerate research
Atari Representation Learning
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177
Code for "Unsupervised State Representation Learning in Atari"
Atari Reset
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156
Code for the blog post "Learning Montezumaโs Revenge from a Single Demonstration"
Baby A3c
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153
A high-performance 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 transistor-level 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.
Prioritized Experience Replay
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125
implement of prioritized experience replay
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 state-of-the-art q-learning algorithms and features
Option_critic
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114
Implementation of the Option-Critic Architecture on the Atari (ALE) environment
Fractalai
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94
Celular automaton-based 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 TD-Gammon in TensorFlow.
Reinforcement_learning
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89
๊ฐํํ์ต์ ๋ํ ๊ธฐ๋ณธ์ ์ธ ์๊ณ ๋ฆฌ์ฆ ๊ตฌํ
Dqn Atari
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89
A TensorFlow based implementation of the DeepMind Atari playing "Deep Q Learning" agent that works reasonably well
Drqn Tensorflow
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88
Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Reinforcementlearning Atarigame
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87
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Space
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84
Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
D4rl Atari
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82
Datasets for data-driven deep reinforcement learning with Atari (wrapper for datasets released by Google)
Tiny Dqn
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78
A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym
Rl
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75
Generic reinforcement learning codebase in TensorFlow
Xworld
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74
A C++/Python simulator package for reinforcement learning
Canonical_es_atari
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73
Benchmarking Canonical Evolution Strategies for Playing Atari
Deep_rl_ale
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73
An implementation of Deep Reinforcement Learning / Deep Q-Networks for Atari games in TensorFlow
Recurrent Environment Simulators
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73
Deepmind Recurrent Environment Simulators paper implementation in tensorflow
Chimp
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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
Tech-Circle OpenAI Handson Repository
Hands On Neuroevolution With Python
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57
Hands-on Neuroevolution with Python, Published by Packt
Rainbow Iqn Apex
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52
Distributed Rainbow-IQN for Atari
Distributed Ba3c
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51
Fruit Api
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50
A Universal Deep Reinforcement Learning Framework
Reinforcementlearning
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48
Reinforcing Your Learning of Reinforcement Learning
Omnivore
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47
Hex editor and debugging emulator, sponsored by the Player/Missile Podcast
Ml In Tf
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45
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Async Deeprl
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44
Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning
Dqn Atari
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44
Deep Q-Learning (DQN) implementation for Atari pong.
Deep Reinforcement Learning With Double Q Learning
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41
๐ Paper: Deep Reinforcement Learning with Double Q-learning ๐น๏ธ
Mmn
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40
Moore Machine Networks (MMN): Learning Finite-State Representations of Recurrent Policy Networks
Galaxy Attack
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38
An inspiration of the original Atari Space Invaders game built in pygame ๐พ ๐ฎ
Pop3d
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35
Policy Optimization with Penalized Point Probability Distance: an Alternative to Proximal Policy Optimization
Reinforcement Learning Kr V2
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33
[ํ์ด์ฌ๊ณผ ์ผ๋ผ์ค๋ก ๋ฐฐ์ฐ๋ ๊ฐํํ์ต] ํ ์ํ๋ก์ฐ 2.0 ๊ฐ์ ํ ์์
Ppo Clip And Ppo Penalty On Atari Domain
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33
Implement PPO-clip and PPO-penalty on Atari, which is the only open source of PPO-penalty
Breakout Deep Q Network
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33
tensorflow implementation of DQN, Dueling DQN and Double DQN performed on Atari Breakout
Atari Spotify App
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33
Running Spotify on an 8-bit Atari
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
DiversityโDriven Extensible Hierarchical Reinforcement Learning. AAAI 2019.
Atari_multitask
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30
Atari gauntlet for RL agents
A2oc_delib
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30
A3C style Option-Critic with deliberation cost
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 Q-learning algorithm to play Atari games.
Double Dqn
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27
Chainer implementation of Double Deep Q-Network (Double DQN)
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
โญย
25
Atari-DRQN (keras ver.)
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