Imitating cost-constrained behaviors in reinforcement learning

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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Bibliographic Details
Main Authors: SHAO, Qian, VARAKANTHAM, Pradeep, CHENG, Shih-Fen
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2024
Subjects:
Artificial Intelligence and Robotics
Operations Research, Systems Engineering and Industrial Engineering
Online Access: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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Institution: Singapore Management University
Language: English

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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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