Introducing Communication in Dis-POMDPs with Locality of Interaction

• Main Authors: TASAKI, Makoto, Yabu, Yuichi, Iwanari, Yuki, Yokoo, Makoto, Marecki, Janusz, VARAKANTHAM, Pradeep Reddy, Tambe, Milind
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Multi-agent system; Distributed POMDPs; Communication; Artificial Intelligence and Robotics; Business; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/616; https://ink.library.smu.edu.sg/context/sis_research/article/1615/viewcontent/wias_revision_20091116.pdf
• Institution: Singapore Management University

The Networked Distributed POMDPs (ND-POMDPs) can model multiagent systems in uncertain domains and has begun to scale-up the number of agents. However, prior work in ND-POMDPs has failed to address communication. Without communication, the size of a local policy at each agent within the ND-POMDPs gr...