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eess.SY2020★ 1 cited
Blending Controllers via Multi-Objective Bandits
Parham Gohari, Franck Djeumou, Abraham P. Vinod +1
Safety and performance are often two competing objectives in sequential decision-making problems. Existing performant controllers, such as controllers derived from reinforcement le…
eess.SY2020
Privacy-Preserving Policy Synthesis in Markov Decision Processes
Parham Gohari, Matthew Hale, Ufuk Topcu
In decision-making problems, the actions of an agent may reveal sensitive information that drives its decisions. For instance, a corporation's investment decisions may reveal its s…