Search Results for author: Amirhossein Afsharrad

Found 2 papers, 0 papers with code

Markov Decision Processes with Noisy State Observation

no code implementations13 Dec 2023 Amirhossein Afsharrad, Sanjay Lall

This paper addresses the challenge of a particular class of noisy state observations in Markov Decision Processes (MDPs), a common issue in various real-world applications.

Noise Estimation

Convex Methods for Constrained Linear Bandits

no code implementations7 Nov 2023 Amirhossein Afsharrad, Ahmadreza Moradipari, Sanjay Lall

Recently, bandit optimization has received significant attention in real-world safety-critical systems that involve repeated interactions with humans.

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