9 citations · 11 across the 6 of their papers we have counts for
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cs.LG2021★ 9 cited
Model-Based Opponent Modeling
Xiaopeng Yu, Jiechuan Jiang, Wanpeng Zhang +2
When one agent interacts with a multi-agent environment, it is challenging to deal with various opponents unseen before. Modeling the behaviors, goals, or beliefs of opponents coul…
cs.LG2021
Metric Policy Representations for Opponent Modeling
Haobin Jiang, Yifan Yu, Zongqing Lu
In multi-agent reinforcement learning, the inherent non-stationarity of the environment caused by other agents' actions posed significant difficulties for an agent to learn a good…