Contact Details
Aditya Mahajan
McConnell Engineering Building, Room 533
3480 University Street
3480 University Street
Montreal, QC
Canada, H3A-0E9
Canada, H3A-0E9
Phone: (514)-398-8088 Fax:
(514)-398-4470
email: aditya [dot]
mahajan [at] mcgill [dot] ca
Research Interests
My primary research interest lie in understanding optimal decision making in multi-stage dynamic systems under uncertainty. I am particularly interested in systems that have multiple decision makers that need to cooperate to achieve a common goals. I work on the following research areas.- Decentralized stochastic control and Markov decision theory. Overview talk: (slides) (video).
- Reinforcement learning for partially observed systems. Interesting recent result: (paper) (slides) (video).
- Reinforcement learning for mean-field coupled systems. Interesting recent result: (paper)
- Resource allocation including multi-armed bandits and sensor scheduling. Interesting recent result: (paper)
- Remote estimation and real-time communication. Interesting recent result: (paper) (slides).
- Multi-user information theory. Interesting recent result: (paper) (slides)