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tianshou

thu-ml /tianshou

An elegant PyTorch deep reinforcement learning library.

pytorch dqn policy-gradient rl cql atari ddpg imitation-learning sac drl npg double-dqn trpo mujoco ppo a2c td3 bcq transferlab

UpdatedDec 1, 2025
Python

vwxyzjn /cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym atari actor-critic ale proximal-policy-optimization ppo advantage-actor-critic a2c wandb phasic-policy-gradient

UpdatedJul 8, 2025
Python

Provenance-Emu /Provenance

iOS & tvOS multi-emulator frontend, supporting various Atari, Bandai, NEC, Nintendo, Sega, SNK and Sony console systems… Get Started:https://wiki.provenance-emu.com |

game macos emulator swift ios nintendo gameboy objective-c tvos emulation nes snes sega playstation genesis retrogaming atari catalyst n64 gameboyadvance

UpdatedFeb 8, 2026
C

ikostrikov /pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari hessian second-order continuous-control actor-critic ale mujoco proximal-policy-optimization ppo advantage-actor-critic a2c acktr natural-gradients roboschool kfac kronecker-factored-approximation

UpdatedMay 29, 2022
Python

opendilab /DI-engine

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

python reinforcement-learning impala reinforcement-learning-algorithms minigrid atari imitation-learning distributed-system drl inverse-reinforcement-learning r2d2 smac mujoco multiagent-reinforcement-learning pytorch-rl self-play model-based-reinforcement-learning exploration-exploitation distributed-reinforcement-learning offline-rl

UpdatedDec 7, 2025
Python

eloialonso /diamond

DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.

machine-learning research reinforcement-learning deep-learning artificial-intelligence atari world-models diffusion-models

UpdatedDec 6, 2024
Python

BlueRetro

darthcloud /BlueRetro

Multiplayer Bluetooth controllers adapter for retro video game consoles & computers

adapter nintendo hid esp32 bluetooth gamecube game-controller snes dreamcast sega playstation saturn atari adaptive esp-idf adaptor nintendo-64 pc-engine 3do turbografx-16

UpdatedDec 14, 2025
C

opendilab /LightZero

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

board-game reinforcement-learning pytorch gym mcts gomoku tictactoe atari alpha-beta-pruning monte-carlo-tree-search continuous-control board-games alphazero self-play mcts-algorithm muzero stochastic-muzero efficientzero sampled-muzero gumbel-muzero

UpdatedFeb 11, 2026
Python

xuance

agi-brain /xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

reinforcement-learning pytorch dqn atari ddpg mpe mujoco ppo magent starcraft2 a2c multi-agent-reinforcement-learning maddpg tensorflow2 google-research-football mindspore qmix mappo reinforcement-learning-library

UpdatedFeb 20, 2026
Python

danijar /dreamerv2

Mastering Atari with Discrete World Models

machine-learning research reinforcement-learning deep-learning robotics artificial-intelligence atari video-prediction world-models

UpdatedJan 21, 2023
Python

nostalgist

arianrhodsandlot /nostalgist

A JavaScript library used for running emulators of retro consoles inside browsers.

emulator nintendo gba atari2600 webassembly nes emscripten snes sega retrogaming retroarch atari megadrive gb gbc virtualboy sega-genesis retroarch-web retroarch-wasm

UpdatedFeb 12, 2026
TypeScript

mushroom-rl

MushroomRL /mushroom-rl

Python library for Reinforcement Learning.

reinforcement-learning qlearning deep-learning deep-reinforcement-learning openai-gym pytorch dqn rl atari ddpg sac trpo mujoco pybullet

UpdatedAug 4, 2025
Python

eloialonso /iris

Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%.

machine-learning research reinforcement-learning deep-learning transformers artificial-intelligence atari world-models

UpdatedOct 14, 2024
Python

google-research /seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

impala gcp tf2 rl deepmind-lab atari r2d2 google-research-football

UpdatedNov 29, 2022
Python

OpenRL-Lab /openrl

Unified Reinforcement Learning Framework

reinforcement-learning robotics pytorch gym atari game-ai gymnasium mujoco self-playing autodrive embodied multi-agent-reinforcement-learning distributed-reinforcement-learning mcts-algorithm google-research-football embodied-ai llm llm-as-agent

UpdatedSep 6, 2024
Python

retroassembly

arianrhodsandlot /retroassembly

The personal retro game collection cabinet in your browser. Join us on Discordhttps://discord.gg/gwaKRAYG6t

emulator nintendo pwa gba atari2600 webassembly nes snes sega retrogaming retroarch atari megadrive gb gbc virtualboy retroarch-web retroarch-wasm

UpdatedFeb 8, 2026
TypeScript

stella-emu /stella

A multi-platform Atari 2600 Emulator

emulator emulation atari2600 atari atari-2600 emulators 2600

UpdatedFeb 18, 2026
C

awesome-monte-carlo-tree-search-papers

benedekrozemberczki /awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

UpdatedJan 13, 2026
Python

dgriff777 /rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design

python reinforcement-learning deep-reinforcement-learning openai-gym pytorch a3c atari actor-critic pytorch-a3c asynchronous-advantage-actor-critic a3c-gpu a3g

UpdatedApr 18, 2023
Python

mikeakohn /java_grinder

Compile Java byte-code to native CPU's.

java nintendo assembly sega c64 playstation atari 6502

UpdatedJun 21, 2024
C++

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