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ICCBR
2001
Springer
14 years 1 months ago
Incremental Case-Based Plan Recognition Using State Indices
We describe a case-based approach to the keyhole plan-recognition task where the observed agent is a state-space planner whose world states can be monitored. Case-based approach pr...
Boris Kerkez, Michael T. Cox
ICCBR
1997
Springer
14 years 21 days ago
Supporting Combined Human and Machine Planning: An Interface for Planning by Analogical Reasoning
Realistic and complex planning situations require a mixed-initiative planning framework in which human and automated planners interact to mutually construct a desired plan. Ideally...
Michael T. Cox, Manuela M. Veloso
IJRR
2010
162views more  IJRR 2010»
13 years 7 months ago
Planning under Uncertainty for Robotic Tasks with Mixed Observability
Partially observable Markov decision processes (POMDPs) provide a principled, general framework for robot motion planning in uncertain and dynamic environments. They have been app...
Sylvie C. W. Ong, Shao Wei Png, David Hsu, Wee Sun...
FLAIRS
2009
13 years 6 months ago
Maintaining Focus: Overcoming Attention Deficit Disorder in Contingent Planning
In our experiments with four well-known systems for solving partially observable planning problems (Contingent-FF, MBP, PKS, and POND), we were greatly surprised to find that they...
Ronald Alford, Ugur Kuter, Dana S. Nau, Elnatan Re...
AIPS
2006
13 years 10 months ago
Challenges for Temporal Planning with Uncertain Durations
We investigate the problem of temporal planning with concurrent actions having stochastic durations, especially in the context of extended-state-space based planners. The problem ...
Mausam, Daniel S. Weld