38 citations · 70 across the 19 of their papers we have counts for
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cs.LG2020★ 1 cited
Multi-Scale Zero-Order Optimization of Smooth Functions in an RKHS
Shubhanshu Shekhar, Tara Javidi
We aim to optimize a black-box function under the assumption that is Hölder smooth and has bounded norm in the RKHS associated with a given k…
stat.ML2020★ 3 cited
Active Model Estimation in Markov Decision Processes
Jean Tarbouriech, Shubhanshu Shekhar, Matteo Pirotta +2
We study the problem of efficient exploration in order to learn an accurate model of an environment, modeled as a Markov decision process (MDP). Efficient exploration in this probl…