49 citations · 141 across the 10 of their papers we have counts for
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cs.AI2013
Abstracting Probabilistic Actions
Peter Haddawy, AnHai Doan
This paper discusses the problem of abstracting conditional probabilistic actions. We identify two distinct types of abstraction: intra-action abstraction and inter-action abstract…
cs.AI2013★ 49 cited
Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis
Peter Haddawy, AnHai Doan, Richard Goodwin
This paper discusses techniques for performing efficient decision-theoretic planning. We give an overview of the DRIPS decision-theoretic refinement planning system, which uses abs…
cs.AI2013★ 7 cited
Sound Abstraction of Probabilistic Actions in The Constraint Mass Assignment Framework
AnHai Doan, Peter Haddawy
This paper provides a formal and practical framework for sound abstraction of probabilistic actions. We start by precisely defining the concept of sound abstraction within the cont…