Controlling type confounding in ad hoc teamwork with instance-wise teammate feedback rectification

Ad hoc teamwork requires an agent to cooperate with unknown teammates without prior coordination. Many works propose to abstract teammate instances into high-level representation of types and then pre-train the best response for each type. However, most of them do not consider the distribution of te...

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Main Authors: XING, Dong, GU, Pengjie, ZHENG, Qian, WANG, Xinrun, LIU, Shanqi, ZHENG, Longtao, AN, Bo, PAN, Gang
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
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Online Access:https://ink.library.smu.edu.sg/sis_research/9134
https://ink.library.smu.edu.sg/context/sis_research/article/10137/viewcontent/xing23a_pvoa.pdf
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Institution: Singapore Management University
Language: English