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» Solving Time-Dependent Planning Problems
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MDAI
2009
Springer
15 years 6 months ago
Using Conditional Random Fields for Decision-Theoretic Planning
We propose a means of extending Conditional Random Field modeling to decision-theoretic planning where valuation is dependent upon fullyobservable factors. Representation is discu...
Paul A. Ardis, Christopher M. Brown
JCO
2006
68views more  JCO 2006»
14 years 11 months ago
Strengthened 0-1 linear formulation for the daily satellite mission planning
In this paper, we compare several 0-1 linear programs for solving the satellite mission planning problem. We prove that one of them presents a smaller integrality gap. Our explana...
Virginie Gabrel
AIPS
2009
15 years 28 days ago
Multi-Agent Online Planning with Communication
We propose an online algorithm for planning under uncertainty in multi-agent settings modeled as DEC-POMDPs. The algorithm helps overcome the high computational complexity of solv...
Feng Wu, Shlomo Zilberstein, Xiaoping Chen
AUSAI
2005
Springer
15 years 5 months ago
A Multi-exchange Heuristic for a Production Location Problem
In this work, we develop a multi-exchange heuristic based on an estimation improvement graph embedded in a simulated annealing to solve a problem arising in plant location planning...
Yunsong Guo, Yanzhi Li, Andrew Lim, Brian Rodrigue...
EAAI
2008
104views more  EAAI 2008»
14 years 12 months ago
Feasible distributed CSP models for scheduling problems
Nowadays, many real problems can be formalized as Distributed CSPs. A distributed constraint satisfaction problem (DisCSP) is a CSP in which variables and constraints are distribu...
Miguel A. Salido, Adriana Giret