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cs.LG2023
Discovering Individual Rewards in Collective Behavior through Inverse Multi-Agent Reinforcement Learning
Daniel Waelchli, Pascal Weber, Petros Koumoutsakos
The discovery of individual objectives in collective behavior of complex dynamical systems such as fish schools and bacteria colonies is a long-standing challenge. Inverse reinforc…
cs.LG2022
Remember and Forget Experience Replay for Multi-Agent Reinforcement Learning
Pascal Weber, Daniel Wälchli, Mustafa Zeqiri +1
We present the extension of the Remember and Forget for Experience Replay (ReF-ER) algorithm to Multi-Agent Reinforcement Learning (MARL). ReF-ER was shown to outperform state of t…