Motivated learning for the development of autonomous agents

• Main Authors: STARZYK, Janusz A., GRAHAM, James T., RAIF, Pawel, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2012
• Subjects: autonomous systems; intelligent agents; motivated learning; neural networks; reinforcement learning; Artificial Intelligence and Robotics; Databases and Information Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/5195; https://ink.library.smu.edu.sg/context/sis_research/article/6198/viewcontent/1_s2.0_S1389041711000040_main.pdf
• Institution: Singapore Management University

A new machine learning approach known as motivated learning (ML) is presented in this work. Motivated learning drives a machine to develop abstract motivations and choose its own goals. ML also provides a self-organizing system that controls a machine’s behavior based on competition between dynamica...