Weare concerned with the implications and interactions of three commonexpressive extensions to classical planning: conditional plans, context-dependent actions, and nondeterminist...
The Scenario-based Engineering Process (SEP)is a novel approachto developingcomplexsystems.SEPbuilds newapplication systemsthrougha selectionprocessthat groupsprimitive components...
Weshowthat by inferring parametexdomainsof planningoperators,given the definitions of the operators and the initial and goal conditions, we can often speed up the planning process...
Learning from experimentation allows a system to acquire planning domain knowledge by correcting its knowledge when an action execution fails. Experiments are designed and planned...
A robot system operating in an environmentin which there is uncertainty and changeneeds to combinethe ability to react withthe ability to plan ahead. In a previous paper wepropose...
A key obstacle hampering fielding of AI planning applications is the considerable expense of developing, verifying, updating, and maintaining the planning knowledge base (KB). Pla...
The principle of least commitment was embraced early in planning research. Hierarchical task networks (HTNs)reason about high-level tasks without committing to specific low-level ...