Aditya Mahajan
Scholar

Aditya Mahajan

Google Scholar ID: Qr6-idkAAAAJ
McGill University
stochastic controldecentralized controlPOMDPsrestless bandits
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Citations & Impact
All-time
Citations
1,930
 
H-index
23
 
i10-index
38
 
Publications
20
 
Co-authors
22
list available
Contact
GitHubOpen ↗
Publications
7 items
Lightweight Ranking Heads: Accelerating Multi-Task Experimentation in Production Recommender Systems
2026
Cited
0
Risk-seeking conservative policy iteration with agent-state based policies for Dec-POMDPs with guaranteed convergence
2026
Cited
0
Operator-Theoretic Foundations and Policy Gradient Methods for General MDPs with Unbounded Costs
2026
Cited
0
Sub-optimality bounds for certainty equivalent policies in partially observed systems
2026
Cited
0
Convergence of regularized agent-state-based Q-learning in POMDPs
2025
Cited
0
Task load dependent decision referrals for joint binary classification in human-automation teams
2025
Cited
0
A Theoretical Justification for Asymmetric Actor-Critic Algorithms
2025
Cited
0
Resume
Background
  • Professor, Electrical and Computer Engineering
  • McGill University, Montreal, Canada
Miscellany
  • Affiliations: Mila; CIM; GERAD; ILLS
Co-authors
14 total
Ashutosh Nayyar
Ashutosh Nayyar
University of Southern California
Jayakumar Subramanian
Jayakumar Subramanian
Senior Research Scientist, Adobe India
Amit Sinha
Amit Sinha
McGill University
Peter Caines
Peter Caines
McGill University Montreal
Yi Ouyang
Yi Ouyang
Preferred Networks
Jerome Le Ny
Jerome Le Ny
Professor of Electrical Engineering, Polytechnique Montreal, and GERAD
Sarath Chandar
Sarath Chandar
Associate Professor @ Polytechnique Montreal. Mila. Canada CIFAR AI Chair. Canada Research Chair.
Tianwei Ni
Tianwei Ni
Mila, University of Montreal