Integrating knowledge compilation with reinforcement learning for routes

• المؤلفون الرئيسيون: LING, Jiajing, CHANDAK, Kushagra, KUMAR, Akshat
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2021
• الموضوعات: Databases and Information Systems
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/6898; https://ink.library.smu.edu.sg/context/sis_research/article/7901/viewcontent/Integrating_Knowledge_Compilation_with_Reinforcement_Learning_for_Routes.pdf
• المؤسسة: Singapore Management University

Sequential multiagent decision-making under partial observability and uncertainty poses several challenges. Although multiagent reinforcement learning (MARL) approaches have increased the scalability, addressing combinatorial domains is still challenging as random exploration by agents is unlikely t...