881 citations · 1.4k across the 15 of their papers we have counts for
3 papers · 1 filter
Online Speedup Learning for Optimal Planning
Carmel Domshlak, Erez Karpas, Shaul Markovitch
Domain-independent planning is one of the foundational areas in the field of Artificial Intelligence. A description of a planning task consists of an initial world state, a goal, a…
Implicit Abstraction Heuristics
Michael Katz, Carmel Domshlak
State-space search with explicit abstraction heuristics is at the state of the art of cost-optimal planning. These heuristics are inherently limited, nonetheless, because the size…
Generic Preferences over Subsets of Structured Objects
Maxim Binshtok, Ronen I. Brafman, Carmel Domshlak +1
Various tasks in decision making and decision support systems require selecting a preferred subset of a given set of items. Here we focus on problems where the individual items are…