Arunava Naha

Arunava Naha, Subhrakanti Dey,  Policy Gradient-based Reinforcement Learning for LQG Control with Chance Constraints, 2025 European Control Conference (ECC), European Control Conference (ECC), pp. 364-371, Institute of Electrical and Electronics Engineers (IEEE) (2025)  https://doi.org/10.23919/ecc65951.2025.11186950

Farnaz Adib Yaghmaie, Arunava Naha, Convergence of Flow-Policy Gradient Learning for Linear Quadratic Regulator Problems (2025)  https://arxiv.org/abs/2511.11131

Arunava Naha, Subhrakanti Dey, Policy Gradient-based Model Free Optimal LQG Control with a Probabilistic Risk Constraint (2024)  https://arxiv.org/abs/2403.16767

Arunava Naha, André Teixeira, Anders Ahlén, Subhrakanti Dey, Quickest Detection of Deception Attacks on Cyber-Physical Systems with a Parsimonious Watermarking Policy, Automatica (2023)  https://arxiv.org/abs/2201.09389

Arunava Naha, Subhrakanti Dey, Deterministic policy gradient based optimal control with probabilistic constraints (2023)  https://arxiv.org/abs/2305.15755