A comparative study between motivated learning and reinforcement learning

• Main Authors: GRAHAM, James T., STARZYK, Janusz A., NI, Zhen, HE, Haibo, TENG, T.-H., TAN, Ah-Hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2015
• Subjects: motivated learning; reinforcement learning; goal creation; pain signals; desired resources; Databases and Information Systems; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/5383; https://ink.library.smu.edu.sg/context/sis_research/article/6387/viewcontent/PID3666681.pdf
• Institution: Singapore Management University

This paper analyzes advanced reinforcement learning techniques and compares some of them to motivated learning. Motivated learning is briefly discussed indicating its relation to reinforcement learning. A black box scenario for comparative analysis of learning efficiency in autonomous agents is deve...