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ICMLA
2007
13 years 11 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
RAS
2008
84views more  RAS 2008»
13 years 9 months ago
Monitoring the execution of robot plans using semantic knowledge
Even the best laid plans can fail, and robot plans executed in real world domains tend to do so often. The ability of a robot to reliably monitor the execution of plans and detect...
Abdelbaki Bouguerra, Lars Karlsson, Alessandro Saf...
ICML
2000
IEEE
14 years 10 months ago
Learning Probabilistic Models for Decision-Theoretic Navigation of Mobile Robots
Decision-theoretic reasoning and planning algorithms are increasingly being used for mobile robot navigation, due to the signi cant uncertainty accompanying the robots' perce...
Daniel Nikovski, Illah R. Nourbakhsh
ICRA
1998
IEEE
79views Robotics» more  ICRA 1998»
14 years 2 months ago
Parts Orienting with Partial Sensor Information
Parts orienting, the process of bringing parts in initially unknown orientations to a goal orientation, is an important aspect of automated assembly. Bowl feeders used in industry...
Srinivas Akella, Matthew T. Mason
AIPS
1994
13 years 11 months ago
Decision-theoretic Control of Failure Recovery
A numberof strategies exist for the recovery from execution-timeplan failures. Onedimensionin whichthese strategies differ is the degree of dependenceon the reliability andavailab...
Lisa J. Burnell