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» Motion Planning with Uncertainty
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WSC
2007
14 years 8 days ago
Qualitative simulation of construction performance using fuzzy cognitive maps
The construction process is subject to an array of influences, both from internal and external environments, which makes the process performance uncertain and difficult to predict...
Manjula Dissanayake, Simaan M. AbouRizk
CCIA
2008
Springer
13 years 12 months ago
The SLAM problem: a survey
This paper surveys the most recent published techniques in the field of Simultaneous Localization and Mapping (SLAM). In particular it is focused on the existing techniques availab...
Josep Aulinas, Yvan R. Petillot, Joaquim Salvi, Xa...
ECAI
2008
Springer
13 years 11 months ago
A Simulation-based Approach for Solving Generalized Semi-Markov Decision Processes
Time is a crucial variable in planning and often requires special attention since it introduces a specific structure along with additional complexity, especially in the case of dec...
Emmanuel Rachelson, Gauthier Quesnel, Fréd&...
IJCAI
2007
13 years 11 months ago
Memory-Bounded Dynamic Programming for DEC-POMDPs
Decentralized decision making under uncertainty has been shown to be intractable when each agent has different partial information about the domain. Thus, improving the applicabil...
Sven Seuken, Shlomo Zilberstein
AIPS
2006
13 years 11 months ago
Solving Factored MDPs with Exponential-Family Transition Models
Markov decision processes (MDPs) with discrete and continuous state and action components can be solved efficiently by hybrid approximate linear programming (HALP). The main idea ...
Branislav Kveton, Milos Hauskrecht