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ICMLA
2007
15 years 1 months ago
Learning to evaluate conditional partial plans
In our research we study rational agents which learn how to choose the best conditional, partial plan in any situation. The agent uses an incomplete symbolic inference engine, emp...
Slawomir Nowaczyk, Jacek Malec
AIPS
1994
15 years 1 months ago
Control Knowledge to Improve Plan Quality
Generating production-quality plans is an essential element in transforming planners from research tools into real-world applications. However most of the work to date on learning...
M. Alicia Pérez, Jaime G. Carbonell
CORR
2010
Springer
147views Education» more  CORR 2010»
14 years 12 months ago
Learning Probabilistic Hierarchical Task Networks to Capture User Preferences
While much work on learning in planning focused on learning domain physics (i.e., action models), and search control knowledge, little attention has been paid towards learning use...
Nan Li, William Cushing, Subbarao Kambhampati, Sun...
WSC
2004
15 years 1 months ago
Enhancing Simulation Education with a Virtual Presentation Tool
This paper describes a research plan to address the undergraduate learning challenges encountered when teaching an introductory simulation course in Industrial Engineering program...
David He, Pat Banerjee
JIRS
2000
144views more  JIRS 2000»
14 years 11 months ago
An Integrated Approach of Learning, Planning, and Execution
Agents (hardware or software) that act autonomously in an environment have to be able to integrate three basic behaviors: planning, execution, and learning. This integration is man...
Ramón García-Martínez, Daniel...