Aditya Mahajan

Member, GERAD

Associate Professor, Department of Electrical and Computer Engineering, McGill University

aditya.mahajan@mcgill.ca

Phone: 514-398-8088

Fax: 514-398-4470

Research Axes

Axis 2: Decision support made in complex systems
Axis 3: Decision support made under uncertainty

Research Applications

Energy, environment and natural resources
Engineering (engineering design, digital design)

Publications

Aug 2023

Dealing With Non-stationarity in Decentralized Cooperative Multi-Agent Deep Reinforcement Learning via Multi-Timescale Learning

Hadi Nekoei, Akilesh Badrinaaraayanan, Amit Sinha, Mohammad Amini, Janarthanan Rajendran, Aditya Mahajan, and Sarath Chandar

Conference on Lifelong Learning Agents, Montréal, Canada, 2023 BibTeX reference

Mar 2023

Robustness and Sample Complexity of Model-Based MARL for General-Sum Markov Games

Jayakumar Subramanian, Amit Sinha, and Aditya Mahajan

Dynamic Games and Applications, 13, 56–88, 2023 BibTeX reference

Mar 2023

Scalable Regret for Learning to Control Network-Coupled Subsystems With Unknown Dynamics

Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar, and Yi Ouyang

IEEE Transactions on Control of Network Systems, 10(1), 2–14, 2023 BibTeX reference

95 publications

News

Nima Akbarzadeh obtained a FRQNT scholarship

Jul 20, 2020

Nima Akbarzadeh, PhD student at McGill University and supervised by Aditya Mahajan, has received the FRQNT doctoral research scholarship (B2X).

Congratulations!

Amit Sinha obtained a FRQNT scholarship

Jul 20, 2020

Amit Sinha, MSc student at McGill University and supervised by Aditya Mahajan, has received the FRQNT master research scholarship (B1X).

Congratulations!

Des étudiants obtiennent des bourses d'IVADO

Jun 23, 2020

Congratulations to several GERAD students who have obtained IVADO scholarships!

5 news

Events

Nov 24, 202310:00 AM — 11:00 AM

An introduction to differential equations driven by rough path

ISS Informal Systems Seminar
Torstein Nilssen – Institute of Mathematics , University of Agder

Centre for intelligent machines (CIM)

Room MC 437, CIM, McConnell Building, McGill University

Nov 17, 202310:30 AM — 11:30 AM

Connections between POMDPs and partially observed n-player mean-field games

ISS Informal Systems Seminar
Bora Yongacoglu – University of Toronto

Centre for intelligent machines (CIM)

Room MC 437, CIM, McConnell Building, McGill University

Nov 10, 202310:30 AM — 11:30 AM

Linear Stochastic Graphon Systems with Q-Noise

ISS Informal Systems Seminar
Alex Dunyak – McGill University

Centre for intelligent machines (CIM)

Room MC 437, CIM, McConnell Building, McGill University

105 activities

Prizes and awards

2016 – 2019

Discovery Accelerator Supplement

NSERC

2015

George Axelby Outstanding Paper Award

IEEE Control Systems Society

2014

Senior member

Institute of Electrical and Electronics Engineers Association (IEEE)

Editorial Boards & Comittees

Associate Editor

IEEE Control Systems Letters, 2022-...
IEEE Transactions on Automatic Control, 2021-...
Springer Mathematics of Control, Signals, and Systems, 2016-...

Supervision

Samin Nili-Ahmadabadi Ph.D.

Edwin Meriaux Master's degree

Reihaneh Ghoroghchian Master's degree

Berk Bozkurt Master's degree

Amit Sinha Ph.D.

Kesav Kaza Postdoctoral research

Sharareh Younesian Master's degree

Chenyu Liu Master's degree

Borna Sayedana Ph.D.

All supervisions (33)