Adaptive decision support for structured organizations: A case for OrgPOMDPs

• Main Authors: VARAKANTHAM, Pradeep Reddy, Schurr, Nathan, Carlin, Alan, Amato, Christopher
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2011
• Subjects: POMDPs; Organizations; Decision Support; Uncertainty; Algorithms; Management; Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/1951; https://ink.library.smu.edu.sg/context/sis_research/article/2950/viewcontent/72e7e51e8095c9ba6b.pdf
• Institution: Singapore Management University

In today's world, organizations are faced with increasingly large and complex problems that require decision-making under uncertainty. Current methods for optimizing such decisions fall short of handling the problem scale and time constraints. We argue that this is due to existing methods not e...