google-deepmind / meltingpotLinks
A suite of test scenarios for multi-agent reinforcement learning.
☆784Updated last week
Alternatives and similar repositories for meltingpot
Users that are interested in meltingpot are comparing it to the libraries listed below
Sorting:
- Multi-Agent Reinforcement Learning with JAX☆735Updated 3 weeks ago
- 🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX☆876Updated last month
- BenchMARL is a library for benchmarking Multi-Agent Reinforcement Learning (MARL). BenchMARL allows to quickly compare different MARL alg…☆559Updated 3 months ago
- An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments☆320Updated 2 months ago
- Really Fast End-to-End Jax RL Implementations☆1,017Updated last year
- MiniHack the Planet: A Sandbox for Open-Ended Reinforcement Learning Research☆506Updated 11 months ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆866Updated last year
- Benchmarking the Spectrum of Agent Capabilities☆515Updated 2 years ago
- ☆1,311Updated last year
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆487Updated last month
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆802Updated 2 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆747Updated 3 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆369Updated this week
- RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code☆715Updated last year
- Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary h…☆873Updated this week
- High throughput synchronous and asynchronous reinforcement learning☆972Updated last week
- A Python interface for reinforcement learning environments☆391Updated 3 years ago
- A collection of multi agent environments based on OpenAI gym.☆629Updated last year
- Official code repo for the MARL book (www.marl-book.com)☆604Updated 10 months ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆492Updated last year
- A benchmark environment for fully cooperative human-AI performance.☆926Updated 10 months ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆516Updated 3 months ago
- RL Environments in JAX 🌍☆856Updated 8 months ago
- Repo for reproduction of sequential social dilemmas☆412Updated 11 months ago
- Tools for accelerating safe exploration research.☆581Updated 2 years ago
- A simple and highly efficient RTS-game-inspired environment for reinforcement learning (formerly Gym-MicroRTS)☆281Updated 5 months ago
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆686Updated last year
- A grid-world game engine for game AI research☆253Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆202Updated last year
- Sokoban environment for OpenAI Gym☆395Updated 2 years ago