OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
☆5,341Jul 17, 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☆1,551Jul 2, 2026Updated 2 weeks ago
- Spriteworld: a flexible, configurable python-based reinforcement learning environment☆373Jun 1, 2020Updated 6 years ago
- A library of reinforcement learning components and agents☆4,018Jul 3, 2026Updated 2 weeks ago
- A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities☆3,474Updated this week
- Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.☆3,516Jun 26, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MuZero☆2,844Sep 3, 2024Updated last year
- Reinforcement Learning in PyTorch☆2,278Jan 4, 2021Updated 5 years ago
- OpenAI Baselines: high-quality implementations of reinforcement learning algorithms☆16,745Aug 1, 2024Updated last year
- An algorithm that generalizes the paradigm of self-play reinforcement learning and search to imperfect-information games.☆699Mar 20, 2024Updated 2 years ago
- Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.☆10,884Mar 24, 2026Updated 3 months ago
- Scalable Implementation of Deep CFR and Single Deep CFR☆330May 6, 2020Updated 6 years ago
- TensorFlow Reinforcement Learning☆3,133Dec 8, 2022Updated 3 years ago
- A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)☆3,707Jul 13, 2026Updated last week
- A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more☆4,481Jan 1, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆1,433Jul 9, 2026Updated last week
- An educational resource to help anyone learn deep reinforcement learning.☆11,861Aug 5, 2024Updated last year
- Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.☆4,640Updated this week
- Simple and easily configurable grid world environments for reinforcement learning☆2,481Updated this week
- A fork of OpenAI Baselines, implementations of reinforcement learning algorithms☆4,333Sep 4, 2022Updated 3 years ago
- Python Multi-Agent Reinforcement Learning framework☆2,209Dec 8, 2022Updated 3 years ago
- A suite of test scenarios for multi-agent reinforcement learning.☆856Jul 2, 2026Updated 2 weeks ago
- A toolkit for developing and comparing reinforcement learning algorithms.☆37,241Mar 26, 2026Updated 3 months ago
- Check out the new game server:☆3,649Jun 17, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Paper list of multi-agent reinforcement learning (MARL)☆4,858Feb 11, 2026Updated 5 months ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆13,595Updated this week
- A TensorFlow implementation of Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.☆1,028Mar 13, 2019Updated 7 years ago
- Awesome Game AI materials of Multi-Agent Reinforcement Learning☆972Jun 26, 2024Updated 2 years ago
- A PyTorch Platform for Distributed RL☆755Sep 15, 2021Updated 4 years ago
- A simple framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games☆2,433Updated this week
- SMAC: The StarCraft Multi-Agent Challenge☆1,364Feb 18, 2024Updated 2 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆22,079Jul 13, 2023Updated 3 years ago
- SpielViz is an interactive viewer for OpenSpiel games.☆37May 14, 2024Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆10,134Apr 20, 2026Updated 3 months ago
- StarCraft II Learning Environment☆8,301Jul 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…☆836Nov 29, 2022Updated 3 years ago
- Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments☆1,175Mar 27, 2026Updated 3 months ago
- Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆2,772Apr 9, 2024Updated 2 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,874Apr 3, 2026Updated 3 months ago
- Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.☆43,297Updated this week