instadeepai / Mava
🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX
☆792Updated this week
Alternatives and similar repositories for Mava:
Users that are interested in Mava are comparing it to the libraries listed below
- An extension of the PyMARL codebase that includes additional algorithms and environment support☆594Updated 7 months ago
- JAX (Flax) implementation of algorithms for Deep Reinforcement Learning with continuous action spaces.☆675Updated 2 years ago
- Multi-objective Gymnasium environments for reinforcement learning☆317Updated 2 months ago
- A collection of MARL benchmarks based on TorchRL☆392Updated last week
- 🕹️ A diverse suite of scalable reinforcement learning environments in JAX☆724Updated this week
- A collection of multi agent environments based on OpenAI gym.☆597Updated 10 months ago
- VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of …☆418Updated last week
- A suite of test scenarios for multi-agent reinforcement learning.☆694Updated last week
- Multi-Agent Reinforcement Learning with JAX☆571Updated last week
- Library for Model Based RL☆997Updated 9 months ago
- DQN Zoo is a collection of reference implementations of reinforcement learning agents developed at DeepMind based on the Deep Q-Network (…☆472Updated last year
- RL Environments in JAX 🌍☆744Updated 10 months ago
- Really Fast End-to-End Jax RL Implementations☆867Updated 8 months ago
- ☆1,170Updated 11 months ago
- A collection of reference environments for offline reinforcement learning☆1,482Updated 5 months ago
- [NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.☆829Updated 8 months ago
- A collection of wrappers for Gymnasium and PettingZoo environments (being merged into gymnasium.wrappers and pettingzoo.wrappers☆475Updated 2 weeks ago
- A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities☆380Updated this week
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆707Updated 2 years ago
- Accelerated Quality-Diversity☆290Updated last week
- SBX: Stable Baselines Jax (SB3 + Jax) RL algorithms☆440Updated last week
- A Python interface for reinforcement learning environments☆364Updated 2 years ago
- Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...☆408Updated 3 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆695Updated 2 years ago
- Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"☆489Updated 2 years ago
- A PyTorch library for building deep reinforcement learning agents.☆652Updated last year
- Level-based Foraging (LBF): A multi-agent environment for RL☆179Updated 7 months ago
- Multi-Objective Reinforcement Learning algorithms implementations.☆374Updated 5 months ago
- A parallel framework for population-based multi-agent reinforcement learning.☆528Updated last year
- An engine to create high performance multi-agent grid world environments with hundreds or thousands of agents, along with a set of refere…☆191Updated 2 years ago