Transition-informed reinforcement learning for large-scale Stackelberg mean-field games.
Many real-world scenarios including fleet management and Ad auctions can be modeled as Stackelberg mean-field games (SMFGs) where a leader aims to incentivize a large number of homogeneous self-interested followers to maximize her utility. Existing works focus on cases with a small number of heterog...
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Main Authors: | , , , |
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Format: | text |
Language: | English |
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Institutional Knowledge at Singapore Management University
2024
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Online Access: | https://ink.library.smu.edu.sg/sis_research/9127 https://ink.library.smu.edu.sg/context/sis_research/article/10130/viewcontent/29696_Transition_InformedRL_pvoa.pdf |
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Institution: | Singapore Management University |
Language: | English |
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