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CLIMA
2007
15 years 8 months ago
Actions with Failures in Interval Temporal Logic
Abstract. Failures are unavoidable in many circumstances. For example, an agent may fail at some point to perform a task in a dynamic environment. Robust systems typically have mec...
Arjen Hommersom, Peter J. F. Lucas
ICMLA
2008
15 years 8 months ago
Data Integration for Recommendation Systems
The quality of large-scale recommendation systems has been insufficient in terms of the accuracy of prediction. One of the major reasons is caused by the sparsity of the samples, ...
Zhonghang Xia, Houduo Qi, Manghui Tu, Wenke Zhang
FLAIRS
2001
15 years 8 months ago
Probabilistic Planning for Behavior-Based Robots
Partially Observable Markov Decision Process models (POMDPs) have been applied to low-level robot control. We show how to use POMDPs differently, namely for sensorplanning in the ...
Amin Atrash, Sven Koenig
IJCAI
2003
15 years 8 months ago
Approximating Game-Theoretic Optimal Strategies for Full-scale Poker
The computation of the first complete approximations of game-theoretic optimal strategies for fullscale poker is addressed. Several abstraction techniques are combined to represe...
Darse Billings, Neil Burch, Aaron Davidson, Robert...
WSC
2001
15 years 8 months ago
Simulation and analysis of dealers' returns distribution strategy
Due to high demand uncertainty, excess inventory has been a key issue in inventory control. Caterpillar developed the dealers' parts inventory sharing (DPIS) and returns prog...
Hui Zhao
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