TY - JOUR
T1 - Learning Plans for an Intelligent Assistant by Observing User Behavior
AU - Levi, Keith R.
AU - Shalin, Valerie L.
AU - Perschbacher, David L.
PY - 1990/11
Y1 - 1990/11
N2 - A critical requirement of intelligent automated assistants is a representation of actions and goals that is common to both the user and the automated assistant. Updating the intelligent system's knowledge base by observing user behavior is a convenient method for acquiring this common representation. We are developing an explanation based learning system to automate the acquisition of new plans for a large pilot-aiding expert system. We have developed a planning/learning shell that is based on the TWEAK planning system and DeJong's explanation based learning system. We are applying this shell to the pilot-aiding problem in a joint industry/university research effort involving Honeywell, Lockheed, ISX, Search Technology, and the Universities of Illinois and Michigan.
AB - A critical requirement of intelligent automated assistants is a representation of actions and goals that is common to both the user and the automated assistant. Updating the intelligent system's knowledge base by observing user behavior is a convenient method for acquiring this common representation. We are developing an explanation based learning system to automate the acquisition of new plans for a large pilot-aiding expert system. We have developed a planning/learning shell that is based on the TWEAK planning system and DeJong's explanation based learning system. We are applying this shell to the pilot-aiding problem in a joint industry/university research effort involving Honeywell, Lockheed, ISX, Search Technology, and the Universities of Illinois and Michigan.
UR - http://www.scopus.com/inward/record.url?scp=0013150376&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0013150376&partnerID=8YFLogxK
UR - https://corescholar.libraries.wright.edu/psychology/462
U2 - 10.1016/S0020-7373(05)80049-5
DO - 10.1016/S0020-7373(05)80049-5
M3 - Article
SN - 0020-7373
VL - 33
SP - 489
EP - 503
JO - International Journal of Man-Machine Studies
JF - International Journal of Man-Machine Studies
IS - 5
ER -