Top 23 atari Open-Source Projects

• tianshou

  8 7,406 9.5 Python

  An elegant PyTorch deep reinforcement learning library.

  

Project mention: Is it better to not use the Target Update Frequency in Double DQN or depends on the application? | /r/reinforcementlearning | 2023-07-05

The tianshou implementation I found at https://github.com/thu-ml/tianshou/blob/master/tianshou/policy/modelfree/dqn.py is DQN by default.

• Provenance

  39 5,713 8.8 C++

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

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• cleanrl

  41 4,493 6.3 Python

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

Project mention: [P] PettingZoo 1.24.0 has been released (including Stable-Baselines3 tutorials) | /r/reinforcementlearning | 2023-08-24

PettingZoo 1.24.0 is now live! This release includes Python 3.11 support, updated Chess and Hanabi environment versions, and many bugfixes, documentation updates and testing expansions. We are also very excited to announce 3 tutorials using Stable-Baselines3, and a full training script using CleanRL with TensorBoard and WandB.

• pytorch-a2c-ppo-acktr-gail

  3 3,423 0.0 Python

  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).

• DI-engine

  3 2,553 8.7 Python

  OpenDILab Decision AI Engine

  

Project mention: Anyone have experience with DI-Engine? | /r/reinforcementlearning | 2023-05-04

I posted a while back asking people what frameworks they were using for RL research. Recently i stumbled upon DI-Engine which looks promising! Actively maintained, with a diverse set of algorithms already implemented.

• BlueRetro

  96 1,180 9.0 C

  Multiplayer Bluetooth controllers adapter for retro video game consoles

Project mention: 8bitmods Blueretro N64 wireless adaptor is sold out - are the AliExpress ones similar? | /r/n64 | 2023-06-17

• LightZero

  3 875 8.8 Python

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

  

Project mention: LightZero: Sailing with MCTS, turns the vision of decision intelligence into reality | /r/reinforcementlearning | 2023-06-06

• SaaSHub

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• dreamerv2

  4 853 0.0 Python

  Mastering Atari with Discrete World Models

• iris

  8 754 1.9 Python

  Transformers are Sample-Efficient World Models. ICLR 2023, notable top 5%. (by eloialonso)

• nostalgist

  0 606 9.3 TypeScript

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

• bit-preserve

  2 350 8.3 HTML

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

• llvm-mos-sdk

  4 238 9.4 C

  SDK for developing with the llvm-mos compiler

  

• Atari_ST_Sources

  1 233 7.2

  A large repository of Atari ST (and family) source code

• fujinet-firmware

  5 214 9.8 C

  8-bit systems to ESP32 WiFi Multifunction Firmware

  

• ancient

  2 197 6.4 C++

  Decompression routines for ancient formats

• fastbasic

  3 129 7.9 C

  FastBasic - Fast BASIC interpreter for the Atari 8-bit computers

• retro-assembly

  4 85 9.4 TypeScript

  A personal retro game collection cabinet in your browser.

Project mention: RetroAssembly, a browser-based vintage game collection viewer and emulator launcher | /r/emulation | 2023-11-10

• gridrunner

  3 68 2.2 Assembly

  Gridrunner (1982) by Jeff Minter

• DQN-Atari

  2 64 10.0 Python

  Deep Q-Learning (DQN) implementation for Atari pong.

Project mention: Working with DQN ! need some help ! | /r/deeplearning | 2023-05-17

Code Implementation incase this is what you are looking for: https://github.com/KaleabTessera/DQN-Atari

• VolksForth

  2 61 7.2 Forth

  volksFORTH is a 16bit Forth System maintained by the German Forth Gesellschaft e.V.

  

• Cartridge-Label-Templates

  4 61 0.7 HTML

  Photoshop templates for various videogame console cartridges

• salvador

  1 58 2.9 C

  A free, open-source compressor for the ZX0 format

• Virtual-Jaguar-Rx

  1 41 0.0 C++

  Virtual Jaguar, an Atari Jaguar emulator, with integrated debugger

• SaaSHub

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atari related posts

• Atari Email Archive (archive of messages sent at Atari from 1983 to 1992.)

  1 project | news.ycombinator.com | 18 Aug 2023

• LightZero: Sailing with MCTS, turns the vision of decision intelligence into reality

  1 project | /r/reinforcementlearning | 6 Jun 2023

• LightZero, a lightweight, efficient, and easy-to-understand open-source algorithm toolkit, has been released by OpenDILab.

  1 project | /r/aipromptprogramming | 31 May 2023

• I just beat a 44 year old Chess game on the Fairchild Channel F

  1 project | /r/chess | 26 Apr 2023

• Converting existing Atari BASIC game to #FujiNet: Roman Checkers

  1 project | /r/atari8bit | 12 Mar 2023

• Tiny Survey: Side3 or Fujinet?

  1 project | /r/atari8bit | 24 Feb 2023

• Looking for advice on setting up a programming environment for Atari 8bit

  1 project | /r/atari8bit | 12 Feb 2023
• A note from our sponsor - SaaSHub
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