Relevant Publications:
- Faros, I., Dave, A., and Malikopoulos, A.A., “A Q-learning Approach for Adherence-Aware Recommendations,” IEEE Control Systems Letters (L-CSS), 2024.
- Dave, A., Venkatesh, N., and Malikopoulos, A.A., “On Robust Control of Partially Observed Uncertain Systems with Additive Costs,” Proceedings of 2023 American Control Conference, pp. 4639-4644, 2023 (pdf).
- Malikopoulos, A.A., “Separation of Learning and Control for Cyber-Physical Systems,” Automatica, 151, 110912, 2023 (pdf).
- Dave, A., Venkatesh, N., and Malikopoulos, A.A., “Approximate Information States for Worst-case Control of Uncertain Systems,” Proceedings of 61st IEEE Conference on Decision and Control, pp. 4945-4950, 2022 (pdf).
- Malikopoulos, A.A., “On Team Decision Problems with Nonclassical Information Structures,” IEEE Trans. Autom. Control, Vol. 68, 7, pp. 3915–3930, 2023 (pdf).
- Dave, A., Venkatesh, N., and Malikopoulos, A.A., “Decentralized Control of Two Agents with Nested Accessible Information,” Proceedings of 2022 American Control Conference, pp. 3423-3430, 2022 (pdf).
- Dave, A., Venkatesh, N., and Malikopoulos, A.A., “On Decentralized Minimax Control with Nested Subsystems,” Proceedings of 2022 American Control Conference, pp. 3437-3444, 2022 (pdf).
- Dave, A., and Malikopoulos, A.A., “A Dynamic Program for a Team of Two Agents with Nested Information,” Proceedings of the 60th IEEE Conference on Decision and Control, pp. 3768-3773, 2021 (pdf).
- Dave, A., and Malikopoulos, A.A., “Structural Results for Decentralized Stochastic Control with a Word-of-Mouth Communication” Proceedings of 2020 American Control Conference, pp. 2796–2801, 2020 (pdf).
- Dave, A., and Malikopoulos, A. A., “Decentralized Stochastic Control in Partially Nested Information Structures,” Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems, 2019 (pdf).