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Aditya Mahajan

McGill University
University of Michigan
Yale University

154

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1830

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On learning Whittle index policy for restless bandits with scalable regret.

2022 CoRR
- Nima Akbarzadeh
- Aditya Mahajan
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Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems.

2022 J. Mach. Learn. Res.
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Structure-aware reinforcement learning for node-overload protection in mobile edge computing

2021 arXiv: Networking and Internet Architecture
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Structure-aware reinforcement learning for node-overload protection in mobile edge computing

2021 ICC | International Conference on Communications
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Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index.

2021
- Nima Akbarzadeh
- Aditya Mahajan
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Conditions for indexability of restless bandits and an algorithm to compute Whittle index.

2021
- Nima Akbarzadeh
- Aditya Mahajan
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Robustness and sample complexity of model-based MARL for general-sum Markov games.

2021 arXiv: Computer Science and Game Theory
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Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index

2021
- Nima Akbarzadeh
- Aditya Mahajan
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Optimal control of network-coupled subsystems: Spectral decomposition and low-dimensional solutions

2021 IEEE Transactions on Control of Network Systems
- Shuang Gao
- Aditya Mahajan
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Structure-aware reinforcement learning for node-overload protection in mobile edge computing

2021 | IEEE International Conference on Communications
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