Imitating cost-constrained behaviors in reinforcement learning

Complex planning and scheduling problems have long been solved using various optimization or heuristic approaches. In recent years, imitation learning that aims to learn from expert demonstrations has been proposed as a viable alternative to solving these problems. Generally speaking, imitation lear...

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Main Authors: SHAO, Qian, VARAKANTHAM, Pradeep, CHENG, Shih-Fen
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語言:English
出版: Institutional Knowledge at Singapore Management University 2024
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在線閱讀:https://ink.library.smu.edu.sg/sis_research/9496
https://ink.library.smu.edu.sg/context/sis_research/article/10496/viewcontent/31512_Article_Text_35569_1_2_20240530_pvoa.pdf
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機構: Singapore Management University
語言: English