Aditya Mahajan Member, GERAD share 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)