malib VS IC3Net

Compare malib vs IC3Net and see what are their differences.

malib

A parallel framework for population-based multi-agent reinforcement learning. (by sjtu-marl)

IC3Net

Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks (by IC3Net)
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malib IC3Net
2 2
464 202
1.7% 0.0%
3.4 0.0
5 months ago 7 months ago
Python Python
MIT License MIT License
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.

malib

Posts with mentions or reviews of malib. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-07-23.

IC3Net

Posts with mentions or reviews of IC3Net. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-17.

What are some alternatives?

When comparing malib and IC3Net you can also consider the following projects:

Python-Raytracer - A basic Ray Tracer that exploits numpy arrays and functions to work fast.

smac - SMAC: The StarCraft Multi-Agent Challenge

modin - Modin: Scale your Pandas workflows by changing a single line of code

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

Emergent-Multiagent-Strategies - Emergence of complex strategies through multiagent competition

Ray - Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

wandb - 🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.