Towards efficient planning for real world partially observable domains

• Main Author: VARAKANTHAM, Pradeep R.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2007
• Subjects: Artificial Intelligence and Robotics; Operations Research, Systems Engineering and Industrial Engineering
• Online Access: https://ink.library.smu.edu.sg/sis_research/948; https://ink.library.smu.edu.sg/context/sis_research/article/1947/viewcontent/ThesisDocument.pdf
• Institution: Singapore Management University

My research goal is to build large-scale intelligent systems (both single- and multi-agent) that reason with uncertainty in complex, real-world environments. I foresee an integration of such systems in many critical facets of human life ranging from intelligent assistants in hospitals to offices, fr...