Amit Sinha
Student (Ph.D.), GERAD
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Education
since Jan 2021
Ph.D.
Approximate planning and learning in multi-agent systems
McGill University – Department of Electrical and Computer Engineering,
Aditya Mahajan,
director
Jan 2019 – Dec 2020
Master's degree
Approximate information states for partially observable Markov decision processes
McGill University – Department of Electrical and Computer Engineering,
Aditya Mahajan,
director
Publications
Mar 2025
On the sensitivity of restless bandits solutions to uncertainty in the models of the arms
Amit Sinha and Aditya Mahajan
To appear in: Annals of Operations Research, 2025
BibTeX reference
Dec 2024
Periodic agent-state based Q-learning for POMDPs
Amit Sinha, Matthieu Geist, and Aditya Mahajan
Conference on Neural Information Processing Systems (Neurips), Vancouver, Canada, 2024
BibTeX reference
Dec 2024
Amit Sinha and Aditya Mahajan
2024 IEEE 63rd Conference on Decision and Control (CDC), Milan, Italy, 6722–6735, 2024
BibTeX reference
News
Jul 20, 2020
Amit Sinha, MSc student at McGill University and supervised by Aditya Mahajan, has received the FRQNT master research scholarship (B1X).
Congratulations!
Events
Nov 29, 202410:00 AM — 11:00 AM
ISS Informal Systems Seminar
Amit Sinha – McGill University Aditya Mahajan – Full Professor, Department of Electrical and Computer Engineering, McGill University
Amit Sinha – McGill University Aditya Mahajan – Full Professor, Department of Electrical and Computer Engineering, McGill University
Centre for intelligent machines (CIM)
Room MC 437, CIM, McConnell Building, McGill University
Jul 4, 202410:00 AM — 11:00 AM
ISS Informal Systems Seminar
Amit Sinha – McGill University
Amit Sinha – McGill University
Centre for intelligent machines (CIM)
Room MC 437, CIM, McConnell Building, McGill University
Prizes and awards
2021 – 2023
McGill Engineering Doctoral Award
McGill University
2021
Arthur Allan McAlear Graduate Fellowship
McGill University
2020
Master's research scholarship
FRQNT