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Pymarl Alternatives
Similar projects and alternatives to pymarl
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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.
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maddpg
Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better pymarl alternative or higher similarity.
pymarl reviews and mentions
Posts with mentions or reviews of pymarl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-02-15.
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Centralized-Learning Distributed-Execution for Multi Agent RL using SB3
Not directly, but you can modify it to allow the critic to receive the observations from the other agents, but it will be better to use other libraries such as RLLib or Pymarl
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How to build QMIX agent network?
Hi, are you aware that the authors have open-sourced their code here: https://github.com/oxwhirl/pymarl? For the RNN agent, please see the agent.py file within src.modules.agents. To see how they process their input, you can check the _build_inputs method within their basic_controller.py file.
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How to get my multi-agents more collaborative?
Cooperative agents is a research field on its own. Check out some recent papers like QMIX, paper linked in this repo: https://github.com/oxwhirl/pymarl/
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A note from our sponsor - InfluxDB
www.influxdata.com | 10 May 2024
Stats
Basic pymarl repo stats
3
1,679
0.0
over 1 year ago
oxwhirl/pymarl is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of pymarl is Python.
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