Atari Open Source Projects

🕹 Retro video game emulation for macOS

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

An elegant PyTorch deep reinforcement learning library.

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

Compilation of BIOSes for various emulation platforms

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

Deep Reinforcement Learning for Keras.

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).

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

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

MuZero

cc65 - a freeware C compiler for 6502 based systems

A list of emulators written in the JavaScript programming language

The original code from the DeepMind article + my tweaks

Multiplayer Bluetooth controllers adapter for retro video game consoles & computers

Rainbow: Combining Improvements in Deep Reinforcement Learning

An offline deep reinforcement learning library

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

Repository containing cheatcode files, content data files, etc.

PFRL: a PyTorch-based deep reinforcement learning library

Atari 8 bit computers, NES and SMS game consoles on your TV with nothing more than a ESP32 and a sense of nostalgia

A latency-hating emulator of: the Acorn Electron, BBC Micro and Archimedes, Amstrad CPC, Apple II/II+/IIe and early Macintosh, Atari 2600 and ST, ColecoVision, Enterprise 64/128, Commodore Vic-20 and Amiga, MSX 1/2, Oric 1/Atmos, early PC compatibles, Sega Master System, Sinclair ZX80/81 and ZX Spectrum, Tandy CoCo and Thomson MO5/6.

A starter agent that can solve a number of universe environments.

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Mastering Atari with Discrete World Models

A personal retro game collection cabinet in your browser.

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

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

电脑博物馆 - compumuseum.com

Python library for Reinforcement Learning.

Emulates Mac Plus, PC, & Atari ST in the browser using WebAssembly

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

Unified Reinforcement Learning Framework

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

A simple OpenAI Gym environment for single and multi-agent reinforcement learning

A PyTorch Platform for Distributed RL

A multi-platform Atari 2600 Emulator

Retro ESP32 is a turbo charged Odroid Go Launcher, Emulator and ROM Manager

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

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

A3C LSTM Atari with Pytorch plus A3G design

Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

Multi CompUter Machine Emulator for several MCUs

Compile Java byte-code to native CPU's.

Core sources and tools for the MIST board

Implementation of benchmark RL algorithms

Non-device-specific code, projects, and wiki pages relating specifically to the OpenDingux operating system

A curated list of awesome open source emulators.

Project for capturing vintage, classic, aka old computer schematics in KiCad.

Atari 8-bit computer and 5200 console emulator

Contrastive Learning of Structured World Models

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

Q-learning for Keras

A collection of retro controller USB adapters (SNES, NES, Mega Drive/Genesis, Master System, Atari, Commodore, Amiga and Amiga CD32)

[파이썬과 케라스로 배우는 강화학습] 예제

SDK for developing with the llvm-mos compiler

Agent Learning Framework https://alf.readthedocs.io