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» Planning Experiments: Resolving Interactions between Two Pla...
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AAAI
2000
13 years 6 months ago
Extracting Effective and Admissible State Space Heuristics from the Planning Graph
Graphplan and heuristic state space planners such as HSP-R and UNPOP are currently two of the most effective approaches for solving classical planning problems. These approaches h...
XuanLong Nguyen, Subbarao Kambhampati
HICSS
2007
IEEE
115views Biometrics» more  HICSS 2007»
13 years 11 months ago
Leveraging and Limiting Practical Drift in Emergency Response Planning
A knowledge gap exists between what emergency responders know from their direct experience and what emergency planners know from analysis and reflection. The theory of practical d...
Steven R. Haynes, Wendy A. Schafer, John M. Carrol...
ATAL
2008
Springer
13 years 6 months ago
Exploiting locality of interaction in factored Dec-POMDPs
Decentralized partially observable Markov decision processes (Dec-POMDPs) constitute an expressive framework for multiagent planning under uncertainty, but solving them is provabl...
Frans A. Oliehoek, Matthijs T. J. Spaan, Shimon Wh...
ICRA
2005
IEEE
118views Robotics» more  ICRA 2005»
13 years 10 months ago
Planning with Continuous Actions in Partially Observable Environments
Abstract— We present a simple randomized POMDP algorithm for planning with continuous actions in partially observable environments. Our algorithm operates on a set of reachable b...
Matthijs T. J. Spaan, Nikos A. Vlassis
KI
2001
Springer
13 years 9 months ago
Experiments with an Agent-Oriented Reasoning System
Abstract. This paper discusses experiments with an agent oriented approach to automated and interactive reasoning. The approach combines ideas from two subfields of AI (theorem pr...
Christoph Benzmüller, Mateja Jamnik, Manfred ...