26 citations · 39 across the 21 of their papers we have counts for
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cs.LG2021
Robust Entropy-regularized Markov Decision Processes
Tien Mai, Patrick Jaillet
Stochastic and soft optimal policies resulting from entropy-regularized Markov decision processes (ER-MDP) are desirable for exploration and imitation learning applications. Motiva…
math.OC2021★ 1 cited
Robust Maximum Capture Facility Location under Random Utility Maximization Models
Anh Thuy Ta, Tien Thanh Dam, Tien Mai
We study a robust version of the maximum capture facility location problem in a competitive market, assuming that each customer chooses among all available facilities according to…
math.OC2021★ 26 cited
Submodularity and Local Search Approaches for Maximum Capture Problems under Generalized Extreme Value Models
Tien Thanh Dam, Thuy Anh Ta, Tien Mai
We study the maximum capture problem in facility location under random utility models, i.e., the problem of seeking to locate new facilities in a competitive market such that the c…