Planning, Search, and Optimization
Papers from the 2015 AAAI Workshop
J. Christopher Beck, Robert Holte, Thorsten Koch, Sylvie Thiebaux, Organizers
AAAI Technical Report WS-15-12
published by The AAAI Press, Palo Alto, California
This technical report is also available in book format.
Contents
A Realistic Multi-Modal Cargo Routing Benchmark
Tony Allard, Charles Gretton
Algorithms for Stochastic Physical Search on General Graphs
Daniel S. Brown, Jeffrey Hudack, Bikramjit Banerjee
SMT-Based Nonlinear PDDL+ Planning
Daniel Bryce, Sicun Gao, David Musliner, Robert Goldman
Approximate Uni-Directional Benders Decomposition
Christina Naomi Burt, Nir Lipovetzky, Adrian R Pearce, Peter J Stuckey
Early Work on Optimization-Based Heuristics for the Sliding Tile Puzzle
Ariel Felner
Weighted Best-First Search for W-Optimal Solutions over Graphical Models
Natalia Flerova, Radu Marinescu, Pratyaksh Sharma, Rina Dechter
Effect of Bundle Method in Distributed Lagrangian Relaxation Protocol
Kenta Hanada, Katsutoshi Hirayama, Tenda Okimoto
State Space Abstraction in Artificial Intelligence and Operations Research
Robert C. Holte, Gaojian Fan
Compiling Strategic Games with Complete Information into Stochastic CSPs
Frédéric Koriche, Sylvain Lagrue, Eric Piette, Tabary Sébastien
Linear Programming for Heuristics in Optimal Planning
Gabriele Röger, Florian Pommerening
Enumerating Preferred Solutions to Conditional Simple Temporal Networks Quickly Using Bounding Conflicts
Eric Timmons, Brian C. Williams
Heuristic-Aided Compressed Distance Databases
Fan Xie, Adi Botea, Akihiro Kishimoto
Preventing HIV Spread in Homeless Populations Using PSINET
Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael
Mixed-Integer Linear Programming for Planning with Temporal Logic Tasks [Position Paper]
Vasumathi Raman, Eric M. Wolff
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