MAgent vs ma-gym

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MAgent		ma-gym
	Project
2	Mentions	2
1,667	Stars	522
1.3%	Growth	-
0.0	Activity	4.4
over 1 year ago	Latest Commit	12 days ago
Python	Language	Python
MIT License	License	Apache License 2.0

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

MAgent

Posts with mentions or reviews of MAgent. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-03.

[N] MAgent2 - a reinforcement learning environment engine that can allows for efficient multi-agent games with hundreds or thousands of agents- is now mature within the Farama Foundation
2 projects | /r/MachineLearning | 3 Jan 2023

MAgent2 is the maintained fork of the environments in https://github.com/geek-ai/MAgent, which previously were housed in PettingZoo itself but as of a few months ago was broken off into it's own project. You can check it out here: https://magent2.farama.org/ / https://github.com/Farama-Foundation/magent2
MAgent2 - a reinforcement learning environment engine that can allows for efficient multi-agent games with hundreds or thousands of agents- is now mature within the Farama Foundation
1 project | /r/reinforcementlearning | 3 Jan 2023

It's the maintained fork of the environments in https://github.com/geek-ai/MAgent, which previously were housed in PettingZoo itself but as of a few months ago were broken off into their own project

ma-gym

Posts with mentions or reviews of ma-gym. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-05-06.

Tensorflow and OpenAI Gym for Multi-Agent Reinforcement Learning?
1 project | /r/tensorflow | 21 Apr 2023

Of course I conducted research (or rather... searched on google :)) before making this post. I found a simple third party gym environment that implements multi-agent rl called 'ma-gym' (https://github.com/koulanurag/ma-gym) but I'm not quite sure how I would train two Agents and let them play inside one environment.
How do you train Agent for something like Chess or Game of the Generals?
2 projects | /r/reinforcementlearning | 6 May 2021

There are projects working on a multi agent version of gym. Maybe you find some inspiration there.

What are some alternatives?

When comparing MAgent and ma-gym you can also consider the following projects:

MAgent2 - An engine for high performance multi-agent environments with very large numbers of agents, along with a set of reference environments

mcts-general - General Python implementation of Monte Carlo Tree Search for the use with Open AI Gym environments.

Minigrid - Simple and easily configurable grid world environments for reinforcement learning

crafter - Benchmarking the Spectrum of Agent Capabilities

Super-mario-bros-PPO-pytorch - Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

GoBigger - [ICLR 2023] Come & try Decision-Intelligence version of "Agar"! Gobigger could also help you with multi-agent decision intelligence study.

rlcard - Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.