Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning

Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning

23 May 2024

Ryan Kortvelesy

Amanda Prorok

Papers citing "Controlling Behavioral Diversity in Multi-Agent Reinforcement Learning"

4 / 4 papers shown

Title
Mix-ME: Quality-Diversity for Multi-Agent Learning Gardhar Ingvarsson Mikayel Samvelyan Bryan Lim Manon Flageat Antoine Cully Tim Rocktaschel 39 2 0 03 Nov 2023
System Neural Diversity: Measuring Behavioral Heterogeneity in Multi-Agent Learning H. Lam Ajay Shankar Amanda Prorok 22 4 0 03 May 2023
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning Kevin R. McKee Joel Z. Leibo Charlie Beattie Richard Everett 39 30 0 16 Feb 2021
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles Tonghan Wang Heng Dong V. Lesser Chongjie Zhang 51 210 0 18 Mar 2020