15 citations · 27 across the 10 of their papers we have counts for
3 papers · 1 filter
Non-Cooperative Inverse Reinforcement Learning
Xiangyuan Zhang, Kaiqing Zhang, Erik Miehling +1
Making decisions in the presence of a strategic opponent requires one to take into account the opponent's ability to actively mask its intended objective. To describe such strategi…
Strategic Inference with a Single Private Sample
Erik Miehling, Roy Dong, Cédric Langbort +1
Motivated by applications in cyber security, we develop a simple game model for describing how a learning agent's private information influences an observing agent's inference proc…
Online Planning for Decentralized Stochastic Control with Partial History Sharing
Kaiqing Zhang, Erik Miehling, Tamer Başar
In decentralized stochastic control, standard approaches for sequential decision-making, e.g. dynamic programming, quickly become intractable due to the need to maintain a complex…