6 citations · 7 across the 2 of their papers we have counts for
4 papers
Risk-Averse Decision Making Under Uncertainty
Mohamadreza Ahmadi, Ugo Rosolia, Michel D. Ingham +2
A large class of decision making under uncertainty problems can be described via Markov decision processes (MDPs) or partially observable MDPs (POMDPs), with application to artific…
Constrained Risk-Averse Markov Decision Processes
Mohamadreza Ahmadi, Ugo Rosolia, Michel D. Ingham +2
We consider the problem of designing policies for Markov decision processes (MDPs) with dynamic coherent risk objectives and constraints. We begin by formulating the problem in a L…
Partially Observable Games for Secure Autonomy
Mohamadreza Ahmadi, Arun A. Viswanathan, Michel D. Ingham +2
Technology development efforts in autonomy and cyber-defense have been evolving independently of each other, over the past decade. In this paper, we report our ongoing effort to in…
Risk-Averse Planning Under Uncertainty
Mohamadreza Ahmadi, Masahiro Ono, Michel D. Ingham +2
We consider the problem of designing policies for partially observable Markov decision processes (POMDPs) with dynamic coherent risk objectives. Synthesizing risk-averse optimal po…