Decentralized Stochastic Planning with Anonymity in Interactions

• Main Authors: VARAKANTHAM, Pradeep, ADULYASAK, Yossiri, JAILLET, Patrick
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2014
• Subjects: Decentralized Planning with Uncertainty; DEC-MDP; Stochastic Routing; Selfish Routing; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/2221; https://ink.library.smu.edu.sg/context/sis_research/article/3221/viewcontent/8525_38441_1_PB.pdf
• Institution: Singapore Management University

In this paper, we solve cooperative decentralized stochastic planning problems, where the interactions between agents (specified using transition and reward functions) are dependent on the number of agents (and not on the identity of the individual agents) involved in the interaction. A collision of...