Aditya Mahajan

Publications

Article dans une revue (6)

Model Approximation in MDPs With Unbounded Per-Step Cost Berk Bozkurt,Aditya Mahajan,Ashutosh Nayyar,Yi Ouyang IEEE Transactions on Automatic Control, 2025, 70 (7), pp.4624-4639. ⟨10.1109/TAC.2025.3532181⟩ Article dans une revue hal-05217071v1
Fatigue and Task Load Dependent Decision Referrals for Joint Binary Classification in Human-Automation Teams Raihan Seraj,Jerome Le Ny,Aditya Mahajan IEEE Control Systems Letters, 2025, 9, pp.1315-1320. ⟨10.1109/LCSYS.2025.3581647⟩ Article dans une revue hal-05217069v1
Best Linear Controllers for Decentralized Linear Quadratic Systems Mohammad Afshari,Aditya Mahajan Journal of Systems Science and Complexity, 2025, 38 (1), pp.210-237. ⟨10.1007/s11424-025-4505-9⟩ Article dans une revue hal-05217073v1
Two families of indexable partially observable restless bandits and Whittle index computation Nima Akbarzadeh,Aditya Mahajan Performance Evaluation, 2024, 163, pp.102394. ⟨10.1016/j.peva.2023.102394⟩ Article dans une revue hal-04395242v1
Decentralized Linear Quadratic Systems With Major and Minor Agents and Non-Gaussian Noise Mohammad Afshari,Aditya Mahajan IEEE Transactions on Automatic Control, 2023, 68 (8), pp.4666-4681. ⟨10.1109/TAC.2022.3210049⟩ Article dans une revue hal-04395271v1
On learning Whittle index policy for restless bandits with scalable regret Nima Akbarzadeh,Aditya Mahajan IEEE Transactions on Control of Network Systems, 2023, pp.1-12. ⟨10.1109/TCNS.2023.3333402⟩ Article dans une revue hal-04395251v1

Communication dans un congrès (4)

A Theoretical Justification for Asymmetric Actor-Critic Algorithms Gaspard Lambrechts,Damien Ernst,Aditya Mahajan International Conference on Machine Learning, Jul 2025, Vancouver (BC), Canada. ⟨10.48550/arXiv.2501.19116⟩ Communication dans un congrès hal-05320575v1
Constant step-size stochastic approximation with delayed updates Aditya Mahajan,Silviu-Iulian Niculescu,Mathukumalli Vidyasagar 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE, Dec 2024, Milan, Italy. ⟨10.1109/cdc56724.2024.10886824⟩ Communication dans un congrès hal-04765003v2
A vector almost-supermartingale convergence theorem and its applications Aditya Mahajan,Silviu-Iulian Niculescu,Mathukumalli Vidyasagar 63rd IEEE Conference on Decision and Control (CDC 2024), IEEE, Dec 2024, Milan, Italy. ⟨10.1109/cdc56724.2024.10886079⟩ Communication dans un congrès hal-04770089v1
Agent-state based policies in POMDPs: Beyond belief-state MDPs Amit Sinha,Aditya Mahajan 63rd IEEE Conference on Decision and Control (CDC 2024), Dec 2024, Milan, Italy. pp.6722-6735, ⟨10.1109/CDC56724.2024.10886046⟩ Communication dans un congrès hal-05217075v1