no code implementations • 13 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.
no code implementations • 7 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.
no code implementations • 20 Mar 2023 • Sanjay Lall, Calin Cascaval, Martin Izzard, Tammo Spalink
We discuss distributed reframing control of bittide systems.
no code implementations • 9 Nov 2021 • Sanjay Lall, Calin Cascaval, Martin Izzard, Tammo Spalink
We analyze the performance of approximate proportional-integral control of the synchronization mechanism and develop a simple continuous-time model to show the resulting dynamics are stable for any positive choice of gains.
no code implementations • 29 Sep 2021 • Sanjay Lall, Calin Cascaval, Martin Izzard, Tammo Spalink
Distributed system applications rely on a fine-grain common sense of time.
no code implementations • 5 Feb 2017 • Thanchanok Teeraratkul, Daniel O'Neill, Sanjay Lall
Consumer Demand Response (DR) is an important research and industry problem, which seeks to categorize, predict and modify consumer's energy consumption.