881 citations · 1.7k across the 23 of their papers we have counts for
3 papers · 2 filters
Replanning in Domains with Partial Information and Sensing Actions
Ronen I. Brafman, Guy Shani
Replanning via determinization is a recent, popular approach for online planning in MDPs. In this paper we adapt this idea to classical, non-stochastic domains with partial informa…
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…
A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains
Nicolas Meuleau, Emmanuel Benazera, Ronen I. Brafman +2
We consider the problem of optimal planning in stochastic domains with resource constraints, where the resources are continuous and the choice of action at each step depends on res…