28 citations · 67 across the 22 of their papers we have counts for
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math.OC2018
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…
math.OC2018★ 28 cited
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…