Interoperating Learning Mechanisms in a Cognitive Architecture
Dongkyu Choi, Stellan Ohlsson · National Conference on Artificial Intelligence · 2011
People acquire new knowledge in various ways and this helps them to adapt to changing environment properly. In this paper, we investigatethe interoperation of multiple learning mechanisms within a single system. We extend a cognitive architecture, ICARUS, to have three different modes of learning. Through experiments in a modified Blocks World and a route generation domain, we test and demonstrate the system's ability to get synergistic effects from these learning mechanisms.