Prioritized Shaping of Models for Solving DEC-POMDPs

Prioritized Shaping of Models for Solving DEC-POMDPs

An interesting class of multi-agent POMDP planning problems can be solved by having agents iteratively solve individual POMDPs, find interactions with other individual plans, shape their transition and reward functions to encourage good interactions and discourage bad ones and then recompute a new p...

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Bibliographic Details
Main Authors: VARAKANTHAM, Pradeep Reddy, YEOH, William, Velagapudi, Prasanna, Scerri, Paul
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2012
Subjects:
DEC-POMDP
Uncertainty
Multi-Agent Systems
Artificial Intelligence and Robotics
Business
Operations Research, Systems Engineering and Industrial Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/1607
https://ink.library.smu.edu.sg/context/sis_research/article/2606/viewcontent/C14___Prioritized_Shaping_of_Models_for_Solving_DEC_POMDPs__AAMAS2012_.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/1607
https://ink.library.smu.edu.sg/context/sis_research/article/2606/viewcontent/C14___Prioritized_Shaping_of_Models_for_Solving_DEC_POMDPs__AAMAS2012_.pdf

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