Is MAPPO similar or same with the Parameter sharing framework in one earlier work?

marlbenchmark / on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

https://sites.google.com/view/mappo

MIT License

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Is MAPPO similar or same with the Parameter sharing framework in one earlier work? #23

Closed wenshuaizhao closed 2 years ago

wenshuaizhao commented 3 years ago

Hi, Thanks for your work! But I am a bit confused about whether the MAPPO is the same as the "parameter sharing framework" proposed in "http://ala2017.it.nuigalway.ie/papers/ALA2017_Gupta.pdf"? That is published in 2017, maybe in your great paper should refer to this work or compare it.

thanks!

zoeyuchao commented 2 years ago

Parameters sharing is a common setting for MARL and we follow that. MAPPO focuses on the ppo’s performance of multi-agent variant, and we also give 5 implementation advices for MARL researchers.