Aditya Mahajan

Member, GERAD

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

aditya.mahajan@mcgill.ca

Phone: 514-398-8088

Fax: 514-398-4470

Other titles and affiliations

Jun 2016 – Nov 2023

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

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

Nov 2023

G-2023-57
Asymmetric actor-critic with approximate information state

Amit Sinha and Aditya Mahajan

Reinforcement learning (RL) for partially observable Markov decision processes (POMDPs) is a challenging problem because decisions need to be made based on t...

BibTeX reference

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

96 publications

News

Aditya Mahajan promoted to full professor

Dec 7, 2023

Since November 5th, 2023, Aditya Mahajan has been promoted to Full Professor in the Department of Electrical and Computer Engineering at McGill University.

Congratulations!

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!

6 news