99 citations · 183 across the 9 of their papers we have counts for
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cs.AI2023
Rollout Heuristics for Online Stochastic Contingent Planning
Oded Blumenthal, Guy Shani
Partially observable Markov decision processes (POMDP) are a useful model for decision-making under partial observability and stochastic actions. Partially Observable Monte-Carlo P…
cs.AI2019★ 36 cited
A difficulty ranking approach to personalization in E-learning
Avi Segal, Kobi Gal, Guy Shani +1
The prevalence of e-learning systems and on-line courses has made educational material widely accessible to students of varying abilities and backgrounds. There is thus a growing n…
cs.AI2014★ 25 cited
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…