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» Planning as Temporal Reasoning
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AAAI
2007
15 years 8 months ago
Nonmyopic Informative Path Planning in Spatio-Temporal Models
In many sensing applications we must continuously gather information to provide a good estimate of the state of the environment at every point in time. A robot may tour an environ...
Alexandra Meliou, Andreas Krause, Carlos Guestrin,...
AIPS
2007
15 years 8 months ago
Concurrent Probabilistic Temporal Planning with Policy-Gradients
We present an any-time concurrent probabilistic temporal planner that includes continuous and discrete uncertainties and metric functions. Our approach is a direct policy search t...
Douglas Aberdeen, Olivier Buffet
AAAI
2006
15 years 7 months ago
Probabilistic Temporal Planning with Uncertain Durations
Few temporal planners handle both concurrency and uncertain durations, but these features commonly co-occur in realworld domains. In this paper, we discuss the challenges caused b...
Mausam, Daniel S. Weld
CORR
2010
Springer
138views Education» more  CORR 2010»
15 years 6 months ago
Optimal Path Planning under Temporal Logic Constraints
Abstract-- In this paper we present a method for automatically generating optimal robot trajectories satisfying high level mission specifications. The motion of the robot in the en...
Stephen L. Smith, Jana Tumova, Calin Belta, Daniel...
CBMS
2007
IEEE
16 years 16 days ago
Temporal Constraints Approximation from Data about Medical Procedures
Proposing a treatment to patients is one of the physicians’ most common tasks. There are different elements that influence the decision of a physician to propose an appropriate ...
Aida Kamisalic, David Riaño, Francis Real, ...