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» A Framework for Hybrid Planning
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AAAI
2004
15 years 8 months ago
Distance Estimates for Planning in the Discrete Belief Space
We present a general framework for studying heuristics for planning in the belief space. Earlier work has focused on giving implementations of heuristics that work well on benchma...
Jussi Rintanen
IJCAI
2001
15 years 7 months ago
Complexity of Probabilistic Planning under Average Rewards
A general and expressive model of sequential decision making under uncertainty is provided by the Markov decision processes (MDPs) framework. Complex applications with very large ...
Jussi Rintanen
AIPS
2011
14 years 10 months ago
Planning to Perceive: Exploiting Mobility for Robust Object Detection
Consider the task of a mobile robot autonomously navigating through an environment while detecting and mapping objects of interest using a noisy object detector. The robot must re...
Javier Vélez, Garrett Hemann, Albert S. Hua...
ICML
2005
IEEE
16 years 7 months ago
Coarticulation: an approach for generating concurrent plans in Markov decision processes
We study an approach for performing concurrent activities in Markov decision processes (MDPs) based on the coarticulation framework. We assume that the agent has multiple degrees ...
Khashayar Rohanimanesh, Sridhar Mahadevan
WECWIS
2008
IEEE
126views ECommerce» more  WECWIS 2008»
16 years 26 days ago
Planning and Pricing of Service Mashups
Today’s development and provision of commercially used Web services has shifted from providing static and predefined functionality to highly configurable services that can be ...
Benjamin Blau, Dirk Neumann, Christof Weinhardt, S...