Jayakumar Subramanian
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Cahiers du GERAD
Mar 2019
Jayakumar Subramanian and Aditya Mahajan
Multi-agent reinforcement learning has made significant progress in recent years, but it remains a hard problem. Hence, one often resorts to developing lea...
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Apr 2018
Jayakumar Subramanian and Aditya Mahajan
In this paper, we present an online reinforcement learning algorithm, called Renewal Monte Carlo (RMC), for infinite horizon Markov decision processes with ...
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Mar 2023
Jayakumar Subramanian, Amit Sinha, and Aditya Mahajan
Dynamic Games and Applications, 13, 56–88, 2023
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Feb 2022
Approximate Information State for Approximate Planning and Reinforcement Learning in Partially Observed Systems
Jayakumar Subramanian, Amit Sinha, Raihan Seraj, and Aditya Mahajan
Journal of Machine Learning Research, 23(12), 1–83, 2022
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Aug 2020
Jayakumar Subramanian and Aditya Mahajan
IEEE Transcations on Automatic Control, 65(8), 3663–3670, 2020
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Proceedings
Dec 2021
Jayakumar Subramanian, Amit Sinha, and Aditya Mahajan
2021 Seventh Indian Control Conference (ICC), Mumbai, India, 2021
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Dec 2019
Jayakumar Subramanian and Aditya Mahajan
2019 IEEE 58th Conference on Decision and Control (CDC), Nice, France, 1629–1636, 2019
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Dec 2019
Representation Learning via state aggregation: A perspective of control over communication channels
Aditya Mahajan and Jayakumar Subramanian
NeurIPS 2019 Workshop on Information Theory and Machine Learning, Vancouver, Canada, 8 pages, 2019
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Jul 2019
Reinforcement learning for mean-field teams
Jayakumar Subramanian, Raihan Seraj, and Aditya Mahajan
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019), Montréal, Canada, 2019
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Jul 2019
Approximate information state for partially observed systems
Jayakumar Subramanian and Aditya Mahajan
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2019), Montréal, Canada, 2019
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May 2019
Jayakumar Subramanian and Aditya Mahajan
AAMAS '19: Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 251–259, 2019
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Dec 2018
Jayakumar Subramanian, Aditya Mahajan, and Aditya A. Paranjape
2018 IEEE Conference on Decision and Control (CDC), Miami Beach, Florida, 2048–2055, 2018
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Dec 2018
Jayakumar Subramanian and Aditya Mahajan
2018 IEEE Conference on Decision and Control (CDC), Miami Beach, Florida, 5759–5764, 2018
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Jul 2018
A policy gradient algorithm to compute boundedly rational stationary mean field equilibria
Jayakumar Subramanian and Aditya Mahajan
Proceedings of the ICML/IJCAI/AAMAS Workshop on Planning and Learning (PAL-18), Stockholm, Sweden, 2018
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May 2017
Jhelum Chakravorty, Jayakumar Subramanian, and Aditya Mahajan
2017 American Control Conference (ACC), Seattle, WA, USA, 462–467, 2017
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