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» Deductive Plan Generation
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122
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AAAI
2008
15 years 4 months ago
Probabilistic Planning via Determinization in Hindsight
This paper investigates hindsight optimization as an approach for leveraging the significant advances in deterministic planning for action selection in probabilistic domains. Hind...
Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao ...
120
Voted
AIPS
2004
15 years 4 months ago
Decision-Theoretic Military Operations Planning
Military operations planning involves concurrent actions, resource assignment, and conflicting costs. Individual tasks sometimes fail with a known probability, promoting a decisio...
Douglas Aberdeen, Sylvie Thiébaux, Lin Zhan...
83
Voted
AIPS
2000
15 years 3 months ago
Planning with Conflicting Advice
The paradigm of advisable planning, in which a user provides guidance to influence the content of solutions produced by an underlying planning system, holds much promise for impro...
Karen L. Myers
AIPS
1998
15 years 3 months ago
Rationale-Based Monitoring for Planning in Dynamic Environments
We describe a framework for planning in dynamic environments. A central question is how to focus the sensing performed by such a system, so that it responds appropriately to relev...
Manuela M. Veloso, Martha E. Pollack, Michael T. C...
99
Voted
AAAI
1994
15 years 3 months ago
Derivation Replay for Partial-Order Planning
Derivation replay was first proposed by Carbonell as a method of transferring guidancefrom a previousproblemsolving episode to a new one. Subsequent implementations have used stat...
Laurie H. Ihrig, Subbarao Kambhampati