7 citations · 28 across the 9 of their papers we have counts for
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cs.AI2017
From Preference-Based to Multiobjective Sequential Decision-Making
Paul Weng
In this paper, we present a link between preference-based and multiobjective sequential decision-making. While transforming a multiobjective problem to a preference-based one is qu…
cs.AI2017★ 3 cited
Finding Risk-Averse Shortest Path with Time-dependent Stochastic Costs
Dajian Li, Paul Weng, Orkun Karabasoglu
In this paper, we tackle the problem of risk-averse route planning in a transportation network with time-dependent and stochastic costs. To solve this problem, we propose an adapta…
cs.AI2016★ 7 cited
Optimizing Quantiles in Preference-based Markov Decision Processes
Hugo Gilbert, Paul Weng, Yan Xu
In the Markov decision process model, policies are usually evaluated by expected cumulative rewards. As this decision criterion is not always suitable, we propose in this paper an…