398 citations · 488 across the 14 of their papers we have counts for
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cs.LG2022★ 1 cited
ABC: Adversarial Behavioral Cloning for Offline Mode-Seeking Imitation Learning
Eddy Hudson, Ishan Durugkar, Garrett Warnell +1
Given a dataset of expert agent interactions with an environment of interest, a viable method to extract an effective agent policy is to estimate the maximum likelihood policy indi…
cs.MA2022★ 1 cited
DM: Decentralized Multi-Agent Reinforcement Learning for Distribution Matching
Caroline Wang, Ishan Durugkar, Elad Liebman +1
Current approaches to multi-agent cooperation rely heavily on centralized mechanisms or explicit communication protocols to ensure convergence. This paper studies the problem of di…