2 citations · 2 across the 1 of their papers we have counts for
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Smooth Convex Optimization using Sub-Zeroth-Order Oracles
Mustafa O. Karabag, Cyrus Neary, Ufuk Topcu
We consider the problem of minimizing a smooth, Lipschitz, convex function over a compact, convex set using sub-zeroth-order oracles: an oracle that outputs the sign of the directi…
Least Inferable Policies for Markov Decision Processes
Mustafa O. Karabag, Melkior Ornik, Ufuk Topcu
In a variety of applications, an agent's success depends on the knowledge that an adversarial observer has or can gather about the agent's decisions. It is therefore desirable for…
Entropy Maximization for Markov Decision Processes Under Temporal Logic Constraints
Yagiz Savas, Melkior Ornik, Murat Cubuktepe +2
We study the problem of synthesizing a policy that maximizes the entropy of a Markov decision process (MDP) subject to a temporal logic constraint. Such a policy minimizes the pred…