Aditya Mahajan
McGill University
H-index: 22
North America-Canada
Top articles of Aditya Mahajan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Bridging State and History Representations: Understanding Self-Predictive RL | arXiv preprint arXiv:2401.08898 | Tianwei Ni Benjamin Eysenbach Erfan Seyedsalehi Michel Ma Clement Gehring | 2024/1/17 |
Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems | IEEE Transactions on Automatic Control | Borna Sayedana Mohammad Afshari Peter E Caines Aditya Mahajan | 2024/1/9 |
On learning history-based policies for controlling Markov decision processes | Gandharv Patil Aditya Mahajan Doina Precup | 2024/4/18 | |
Model approximation in MDPs with unbounded per-step cost | arXiv preprint arXiv:2402.08813 | Berk Bozkurt Aditya Mahajan Ashutosh Nayyar Yi Ouyang | 2024/2/13 |
On learning Whittle index policy for restless bandits with scalable regret | IEEE Transactions on Control of Network Systems | Nima Akbarzadeh Aditya Mahajan | 2023/11/16 |
Overload Protection for Edge Cluster Using Two Tier Reinforcement Learning Models | 2023/10/26 | ||
Mean-field games among teams | arXiv preprint arXiv:2310.12282 | Jayakumar Subramanian Akshat Kumar Aditya Mahajan | 2023/10/18 |
Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems | Borna Sayedana Mohammad Afshari Peter E Caines Aditya Mahajan | 2023/12 | |
Approximate information state based convergence analysis of recurrent Q-learning | arXiv preprint arXiv:2306.05991 | Erfan Seyedsalehi Nima Akbarzadeh Amit Sinha Aditya Mahajan | 2023/6/9 |
Asymmetric Actor-Critic with Approximate Information State | Amit Sinha Aditya Mahajan | 2023/12 | |
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 | 2023/11/20 | |
Partially observable restless bandits with restarts: indexability and computation of Whittle index | Nima Akbarzadeh Aditya Mahajan | 2022/12 | |
Scalable regret for learning to control network-coupled subsystems with unknown dynamics | IEEE Transactions on Control of Network Systems | Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang | 2022/6/17 |
Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems | Borna Sayedana Mohammad Afshari Peter E Caines Aditya Mahajan | 2022/12 | |
Approximate information state for approximate planning and reinforcement learning in partially observed systems | Journal of Machine Learning Research | Jayakumar Subramanian Amit Sinha Raihan Seraj Aditya Mahajan | 2022/2/2 |
A modified Thompson sampling-based learning algorithm for unknown linear systems | Mukul Gagrani Sagar Sudhakara Aditya Mahajan Ashutosh Nayyar Yi Ouyang | 2022/12 | |
Scalable Operator Allocation for Multi-Robot Assistance: A Restless Bandit Approach | IEEE Transactions on Control of Networked Systems | Abhinav Dahiya Nima Akbarzadeh Aditya Mahajan Stephen L Smith | 2022 |
Robustness and sample complexity of model-based MARL for general-sum Markov games | Dynamic Games and Applications | Jayakumar Subramanian Amit Sinha Aditya Mahajan | 2022/12 |
Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise | IEEE Transactions on Automatic Control | Mohammad Afshari Aditya Mahajan | 2022/9/27 |
Conditions for indexability of restless bandits and an algorithm to compute Whittle index | Advances in Applied Probability | Nima Akbarzadeh Aditya Mahajan | 2022/12 |
Co-Authors
