Projects in Awesome Lists tagged with multi-agent-reinforcement-learning

https://github.com/farama-foundation/pettingzoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

api gym gymnasium multi-agent-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning

Last synced: 29 Sep 2024

https://github.com/Farama-Foundation/PettingZoo

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

api gym gymnasium multi-agent-reinforcement-learning multiagent-reinforcement-learning reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/pytorch/rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

ai control decision-making distributed-computing machine-learning marl model-based-reinforcement-learning multi-agent-reinforcement-learning pytorch reinforcement-learning rl robotics torch

Last synced: 29 Sep 2024

https://github.com/Farama-Foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 01 Aug 2024

https://github.com/farama-foundation/chatarena

ChatArena (or Chat Arena) is a Multi-Agent Language Game Environments for LLMs. The goal is to develop communication and collaboration capabilities of AIs.

ai artificial-intelligence chatgpt gpt-4 large-language-models multi-agent multi-agent-reinforcement-learning multi-agent-simulation natural-language-processing python

Last synced: 26 Sep 2024

https://github.com/microsoft/maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

agent citi-bike docker finance inventory-management logistics maro multi-agent multi-agent-reinforcement-learning operations-research raas reinforcement-learning resource-optimization rl-algorithms simulator transportation

Last synced: 30 Sep 2024

https://github.com/Replicable-MARL/MARLlib

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

deep-reinforcement-learning multi-agent-reinforcement-learning pytorch ray rllib

Last synced: 31 Jul 2024

https://github.com/instadeepai/Mava

🦁 A research-friendly codebase for fast experimentation of multi-agent reinforcement learning in JAX

jax marl multi-agent-reinforcement-learning multi-agent-systems multiagent reinforcement-learning research

Last synced: 01 Aug 2024

https://github.com/semitable/robotic-warehouse

Multi-Robot Warehouse (RWARE): A multi-agent reinforcement learning environment

environment multi-agent multi-agent-reinforcement-learning multi-agent-systems reinforcement-learning robotics simulation

Last synced: 31 Jul 2024

https://github.com/stefanbschneider/mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

autonomous cell-selection cellular coordination environment evaluation gym gymnasium management mobile mobile-networks multi-agent-reinforcement-learning optimization python python3 reinforcement-learning rllib simulation stable-baselines wireless

Last synced: 04 Aug 2024

https://github.com/CN-UPB/DeepCoMP

Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning

cell-selection cellular comp mobile multi-agent-reinforcement-learning ppo python ray reinforcement-learning rllib simulation wireless

Last synced: 04 Aug 2024

https://github.com/chauncygu/Safe-Multi-Agent-Isaac-Gym

Safe Multi-Agent Isaac Gym benchmark for safe multi-agent reinforcement learning research.

benchmark multi-agent-reinforcement-learning robotics safe-reinforcement-learning

Last synced: 01 Aug 2024

https://github.com/ArthurFirmino/gym-battlesnake

Multi-agent reinforcement learning environment

c-plus-plus gym multi-agent-reinforcement-learning python reinforcement-learning

Last synced: 02 Aug 2024

https://github.com/salesforce/ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

ai deep-reinforcement-learning economics ml multi-agent multi-agent-reinforcement-learning python-3 reinforcement-learning-environments simulation-framework

Last synced: 01 Aug 2024