Motivated learning as an extension of reinforcement learning

• Main Authors: STARZYK, Janusz, RAIF, Pawel, TAN, Ah-hwee
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2010
• Subjects: Learning systems; motivated learning; reinforcement learning; Artificial Intelligence and Robotics; Theory and Algorithms
• Online Access: https://ink.library.smu.edu.sg/sis_research/6573; https://ink.library.smu.edu.sg/context/sis_research/article/7576/viewcontent/10.1.1.418.3487.pdf
• Institution: Singapore Management University

We have developed a unified framework to conduct computational experiments with both learning systems: Motivated learning based on Goal Creation System, and reinforcedment learning using RL Q-Learning Algorithm. Future work includes combining motivated learning to set abstract motivations and manage...