OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
☆5,221May 16, 2026Updated this week
Alternatives and similar repositories for open_spiel
Users that are interested in open_spiel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent☆1,544Mar 30, 2026Updated last month
- Spriteworld: a flexible, configurable python-based reinforcement learning environment☆373Jun 1, 2020Updated 5 years ago
- A library of reinforcement learning components and agents☆3,985Apr 8, 2026Updated last month
- An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,419Apr 27, 2026Updated 3 weeks ago
- Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.☆3,467Jun 26, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MuZero☆2,813Sep 3, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,275Jan 4, 2021Updated 5 years ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,715Aug 1, 2024Updated last year
- An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.☆694Mar 20, 2024Updated 2 years ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,877Mar 24, 2026Updated last month
- Scalable Implementation of Deep CFR and Single Deep CFR☆323May 6, 2020Updated 6 years ago
- TensorFlow Reinforcement Learning☆3,134Dec 8, 2022Updated 3 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,702Updated this week
- A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more☆4,444Jan 1, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆1,426Mar 31, 2026Updated last month
- An educational resource to help anyone learn deep reinforcement learning.☆11,768Aug 5, 2024Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,191Dec 8, 2022Updated 3 years ago
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,585Updated this week
- Simple and easily configurable grid world environments for reinforcement learning☆2,451May 11, 2026Updated last week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,324Sep 4, 2022Updated 3 years ago
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,202Mar 26, 2026Updated last month
- A suite of test scenarios for multi-agent reinforcement learning.☆830May 13, 2026Updated last week
- Check out the new game server:☆3,601Jun 17, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,260May 11, 2026Updated last week
- Paper list of multi-agent reinforcement learning (MARL)☆4,820Feb 11, 2026Updated 3 months ago
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,026Mar 13, 2019Updated 7 years ago
- Awesome Game AI materials of Multi-Agent Reinforcement Learning☆959Jun 26, 2024Updated last year
- A PyTorch Platform for Distributed RL☆753Sep 15, 2021Updated 4 years ago
- The Arcade Learning Environment (ALE) -- a platform for AI research.☆2,418May 12, 2026Updated last week
- SMAC: The StarCraft Multi-Agent Challenge☆1,351Feb 18, 2024Updated 2 years ago
- SpielViz is an interactive viewer for OpenSpiel games.☆37May 14, 2024Updated 2 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,010Jul 13, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,785Apr 20, 2026Updated last month
- StarCraft II Learning Environment☆8,291Jul 23, 2024Updated last year
- SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's arch…☆837Nov 29, 2022Updated 3 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,157Mar 27, 2026Updated last month
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,761Apr 9, 2024Updated 2 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,720Apr 3, 2026Updated last month
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆42,529May 14, 2026Updated last week