Font Size: Make font size smaller Make font size default Make font size larger Exploiting Coordination Locales in Distributed POMDPs via Social Model Shaping

• المؤلفون الرئيسيون: VARAKANTHAM, Pradeep, KWAK, Jun Young, Taylor, Matthew, Marecki, Janusz, Scerri, Paul, Tambe, Milind
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2009
• الموضوعات: POMDP; Multiagent planning; Uncertainty; Partially observability; Artificial Intelligence and Robotics; Business; Operations Research, Systems Engineering and Industrial Engineering
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/478; https://ink.library.smu.edu.sg/context/sis_research/article/1477/viewcontent/733_4082_1_PB.pdf

Distributed POMDPs provide an expressive framework for modeling multiagent collaboration problems, but NEXPComplete complexity hinders their scalability and application in real-world domains. This paper introduces a subclass of distributed POMDPs, and TREMOR, an algorithm to solve such distributed P...