Mava
MARL experiment tool
A research-friendly codebase for experimenting with multi-agent reinforcement learning in JAX
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
749 stars
16 watching
91 forks
Language: Python
last commit: almost 2 years agoLinked from 1 awesome list
jaxmarlmulti-agent-reinforcement-learningmulti-agent-systemsmultiagentreinforcement-learningresearch
ethicalml/awesome-production-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
| instadeepai/jumanji | A suite of scalable reinforcement learning environments | 657 |
 replicable-marl/marllib | A comprehensive platform for developing and testing Multi-agent Reinforcement Learning algorithms in various tasks and environments. | 960 |
 sjtu-marl/malib | A framework for parallel population-based reinforcement learning | 507 |
 google-deepmind/meltingpot | Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations | 637 |
 jdelacroix/simiam | Educational tool for robotics that bridges theory and practice using MATLAB | 103 |
 tristandeleu/pytorch-maml-rl | Replication of Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks in PyTorch for reinforcement learning tasks | 830 |
 matthiasplappert/keras-rl | A Python library implementing state-of-the-art deep reinforcement learning algorithms for Keras and OpenAI Gym environments. | 8 |
 toni-sm/skrl | A modular reinforcement learning library with support for various environments and frameworks | 588 |
 geek-ai/magent | A platform for multi-agent reinforcement learning research and development | 1,700 |
 guildai/guildai | Automates and optimizes machine learning experiments to capture run results and improve models | 872 |
| google-deepmind/jaxline | Provides a Python-based framework for building distributed JAX training and evaluation experiments | 153 |
 zjunlp/mol-instructions | A dataset and tools package designed to support the training and evaluation of large language models for molecular biology tasks | 255 |
 ikostrikov/jaxrl | Provides JAX implementations of various reinforcement learning algorithms with continuous action spaces. | 640 |
 apache/mahout | An environment for quickly creating scalable machine learning applications | 2,145 |
 darshandeshpande/jax-models | Provides a collection of deep learning models and utilities in JAX/Flax for research purposes. | 151 |