11 citations · 17 across the 14 of their papers we have counts for
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math.PR2020★ 1 cited
The Pendulum Arrangement: Maximizing the Escape Time of Heterogeneous Random Walks
Asaf Cassel, Shie Mannor, Guy Tennenholtz
We identify a fundamental phenomenon of heterogeneous one dimensional random walks: the escape (traversal) time is maximized when the heterogeneity in transition probabilities form…
cs.LG2020★ 2 cited
Bandit Linear Control
Asaf Cassel, Tomer Koren
We consider the problem of controlling a known linear dynamical system under stochastic noise, adversarially chosen costs, and bandit feedback. Unlike the full feedback setting whe…
cs.LG2020★ 11 cited
Logarithmic Regret for Learning Linear Quadratic Regulators Efficiently
Asaf Cassel, Alon Cohen, Tomer Koren
We consider the problem of learning in Linear Quadratic Control systems whose transition parameters are initially unknown. Recent results in this setting have demonstrated efficien…