crafter vs ma-gym

crafter

Benchmarking the Spectrum of Agent Capabilities (by danijar)

#Artificial intelligence #reinforcement-learning #Minecraft #Environment #Simulation #Deep Learning

Source Code

danijar.com

ma-gym

A collection of multi agent environments based on OpenAI gym. (by koulanurag)

#Gym #multi-agent #openai-gym #reinforcement-learning #Environment #Collaborative

Source Code

github.com

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crafter		ma-gym
	Project
2	Mentions	2
314	Stars	471
-	Growth	-
0.0	Activity	0.0
29 days ago	Latest Commit	about 2 months 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.

crafter

Posts with mentions or reviews of crafter. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning crafter yet.
Tracking mentions began in Dec 2020.

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.

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 crafter and ma-gym you can also consider the following projects:

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

dm_control - Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

ITAQA-air-quality-aggregator - Framework to collect, aggregate and process air pollution data from different sources (Italy regions)

FoliClientInstaller - Installs the Foli Client Minecraft modpack

dreamerv2 - Mastering Atari with Discrete World Models

portfolio-management - Repository for portfolio management using Pytorch, SQLAlchemy and XArray. The management is done using the reinforcement learning algorithm "Soft Actor-Critic".

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.

dreamerv3 - Mastering Diverse Domains through World Models

ecobalyse - Accélerer la mise en place de l'affichage environnemental

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

ma-gym vs mcts-general

ma-gym vs Minigrid

crafter vs dm_control

crafter vs ITAQA-air-quality-aggregator

crafter vs FoliClientInstaller

crafter vs dreamerv2

crafter vs portfolio-management

ma-gym vs Super-mario-bros-PPO-pytorch

ma-gym vs GoBigger