Mila > Team > Aditya Mahajan

# Aditya Mahajan

Associate Academic Member
aditya.mahajan@mcgill.ca
Associate Academic Member
Associate Professor, McGill University
Aditya Mahajan is an Assistant Professor of Electrical and Computer Engineering at McGill University and is an Associate Member at Mila. He received the B.Tech degree in Electrical Engineering from the Indian Institute of Technology, Kanpur, India in 2003 and the MS and PhD degrees in Electrical Engineering and Computer Science from the University of Michigan, Ann Arbor, MI, USA in 2006 and 2008. From 2008 to 2010, he was postdoctoral researcher in the department of Electrical Engineering at Yale University, New Haven, CT, USA. His research interests include decentralized stochastic control, team theory, real-time communication, multi-armed bandits, sensor networks, information theory, and discrete event systems.

## Publications

### 2021-11

Scalable Operator Allocation for Multi-Robot Assistance: A Restless Bandit Approach.
Abhinav Dahiya, Nima Akbarzadeh, Aditya Mahajan and Stephen L. Smith
arXiv preprint arXiv:2111.06437
(2021-11-11)
dblp.uni-trier.de PDF

### 2021-10

Robustness and sample complexity of model-based MARL for general-sum Markov games.
Jayakumar Subramanian, Amit Sinha and Aditya Mahajan
arXiv preprint arXiv:2110.02355
(2021-10-05)
128.84.4.34 PDF

### 2021-08

A relaxed technical assumption for posterior sampling-based reinforcement learning for control of unknown linear systems
Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
arXiv e-prints
(2021-08-19)
ui.adsabs.harvard.edu PDF
Scalable regret for learning to control network-coupled subsystems with unknown dynamics.
Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
arXiv e-prints
(2021-08-18)
ui.adsabs.harvard.edu PDF
Multi-Agent Estimation and Filtering for Minimizing Team Mean-Squared Error
Mohammad Afshari and Aditya Mahajan
IEEE Transactions on Signal Processing
(2021-08-16)
doi.org PDF

### 2021-06

Structure-aware reinforcement learning for node-overload protection in mobile edge computing
Anirudha Jitani, Aditya Mahajan, Zhongwen Zhu, Hatem Abou-Zeid, Emmanuel Thepie Fapi and Hakimeh Purmehdi
ICC 2021
(2021-06-14)
ieeexplore.ieee.org PDF[LATEST on arXiv preprint arXiv:2107.01025 (2021-06-29)]

### 2021-04

Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index.
Nima Akbarzadeh and Aditya Mahajan
Les Cahiers du GERAD
(2021-04-01)
www.gerad.ca PDF[LATEST on arXiv e-prints (2021-04-12)]

### 2021-01

Multi-Agent Estimation and Filtering for Minimizing Team Mean-Squared Error
Mohammad Afshari and Aditya Mahajan
IEEE Transactions on Signal Processing
(2021-01-01)
dblp.uni-trier.de
Optimal control of network-coupled subsystems: Spectral decomposition and low-dimensional solutions
Shuang Gao and Aditya Mahajan
IEEE Transactions on Control of Network Systems
(2021-01-01)
xplorestaging.ieee.org[Also on arXiv e-prints (2020-09-25)]

### 2020-12

Team Optimal Control of Coupled Major-Minor Subsystems with Mean-Field Sharing
Jalal Arabneydi and Aditya Mahajan
arXiv: Optimization and Control
(2020-12-04)
arxiv.org PDF
Reinforcement Learning in Decentralized Stochastic Control Systems with Partial History Sharing.
Jalal Arabneydi and Aditya Mahajan
arXiv preprint arXiv:2012.02051
(2020-12-02)
ui.adsabs.harvard.edu PDF
Team-Optimal Solution of Finite Number of Mean-Field Coupled LQG Subsystems.
Jalal Arabneydi and Aditya Mahajan
arXiv preprint arXiv:2012.02052
(2020-12-02)
ui.adsabs.harvard.edu PDF
Team Optimal Control of Coupled Subsystems with Mean-Field Sharing
Jalal Arabneydi and Aditya Mahajan
arXiv: Optimization and Control
(2020-12-02)
ui.adsabs.harvard.edu PDF

### 2020-11

Thompson sampling for linear quadratic mean-field teams.
Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar and Yi Ouyang
arXiv e-prints
(2020-11-09)
ui.adsabs.harvard.edu PDF

### 2020-10

Approximate information state for approximate planning and reinforcement learning in partially observed systems.
Jayakumar Subramanian, Amit Sinha, Raihan Seraj and Aditya Mahajan
arXiv preprint arXiv:2010.08843
(2020-10-17)
ui.adsabs.harvard.edu PDF

### 2020-09

Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions
Shuang Gao and Aditya Mahajan
(venue unknown)
(2020-09-25)

### 2020-08

Conditions for indexability of restless bandits and an algorithm to compute Whittle index
Nima Akbarzadeh and Aditya Mahajan
arXiv e-prints
(2020-08-13)
ui.adsabs.harvard.edu PDF
Optimal Local and Remote Controllers With Unreliable Uplink Channels: An Elementary Proof
Mohammad Afshari and Aditya Mahajan
IEEE Transactions on Automatic Control
(2020-08-01)
ieeexplore.ieee.org PDF
Renewal Monte Carlo: Renewal Theory-Based Reinforcement Learning
Jayakumar Subramanian and Aditya Mahajan
IEEE Transactions on Automatic Control
(2020-08-01)
doi.org

### 2020-07

Counterexamples on the Monotonicity of Delay Optimal Strategies for Energy Harvesting Transmitters
Borna Sayedana and Aditya Mahajan
IEEE Wireless Communications Letters
(2020-07-01)
jglobal.jst.go.jp PDF

### 2020-06

Cross-layer communication over fading channels with adaptive decision feedback
Borna Sayedana, Aditya Mahajan and Edmund Yeh
WIOPT 2020
(2020-06-15)
ieeexplore.ieee.org PDF
Restless bandits: Indexability and computation of Whittle index
Nima Akbarzadeh and Aditya Mahajan
Les Cahiers du GERAD
(2020-06-01)
www.gerad.ca[LATEST on None (2020-08-13)]

### 2020-05

Remote Estimation Over a Packet-Drop Channel With Markovian State
Jhelum Chakravorty and Aditya Mahajan
IEEE Transactions on Automatic Control
(2020-05-01)
ieeexplore.ieee.org PDF

### 2020-04

Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise
Mohammad Afshari and Aditya Mahajan
arxiv:eess.SY
(2020-04-24)
ui.adsabs.harvard.edu PDF

### 2020-02

Team Optimal Decentralized State Estimation of Linear Stochastic Processes by Agents with Non-Classical Information Structures.
Mohammad Afshari and Aditya Mahajan
arXiv: Systems and Control
(2020-02-11)
arxiv.org PDF

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