Learning as abductive deliberations

• Main Authors: SUBAGDJA, Budhitama, Rahwan I., Sonenberg L.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2006
• Subjects: Plan Body; Belief State; Composite Action; Learn Plan; Deliberation Process; Artificial Intelligence and Robotics
• Online Access: https://ink.library.smu.edu.sg/sis_research/6921
• Institution: Singapore Management University

This paper explains an architecture for a BDI agent that can learn based on its own experience. The learning is conducted through explicit procedural knowledge or plans in a goal-directed manner. The learning is described by encoding abductions within the deliberation processes. With this model, the...