Imitating cost-constrained behaviors in reinforcement learning

• المؤلفون الرئيسيون: SHAO, Qian, VARAKANTHAM, Pradeep, CHENG, Shih-Fen
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2024
• الموضوعات: Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• الوصول للمادة أونلاين: 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
• المؤسسة: Singapore Management University

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...