Conference papers

• S. Mallick, A. Dabiri, and B. De Schutter, "Learning-based model predictive control for piecewise affine systems with feasibility guarantees," Proceedings of the 2025 European Control Conference, Thessaloniki, Greece, June 2025.

• A. Riccardi, L. Laurenti, and B. De Schutter, "A benchmark for multi-agent control of energy systems: The European economic area hybrid electricity network benchmark," Proceedings of the 2025 European Control Conference, Thessaloniki, Greece, June 2025.

• K. He, S. Shi, T. van den Boom, and B. De Schutter, "Efficient and safe learning-based control of piecewise affine systems using optimization-free safety filters," Proceedings of the 63rd IEEE Conference on Decision and Control, Milan, Italy, pp. 5046-5053, Dec. 2024. (online paper, abstract)

• C. Liu, S. Shi, and B. De Schutter, "Stability and performance analysis of model predictive control of uncertain linear systems," Proceedings of the 63rd IEEE Conference on Decision and Control, Milan, Italy, pp. 7356-7362, Dec. 2024. (online paper, abstract)

• A. Riccardi, L. Laurenti, and B. De Schutter, "A generalized partitioning strategy for distributed control," Proceedings of the 63rd IEEE Conference on Decision and Control, Milan, Italy, pp. 6134-6141, Dec. 2024. (online paper, abstract)

• H. Zhang, X. Liu, D. Sun, A. Dabiri, and B. De Schutter, "Integrated reinforcement learning and optimization for railway timetable rescheduling," Proceedings of the 17th IFAC Symposium on Control in Transportation Systems (CTS 2024), Ayia Napa, Cyprus, pp. 310-315, July 2024. (online paper , abstract)

• A. Athrey, O. Mazhar, M. Guo, B. De Schutter, and S. Shi, "Regret analysis of learning-based linear quadratic Gaussian control with additive exploration," Proceedings of the 2024 European Control Conference, Stockholm, Sweden, pp. 1795-1801, June 2024. online paper, abstract)

• F. Cordiano and B. De Schutter, "Scenario reduction with guarantees for stochastic optimal control of linear systems," Proceedings of the 2024 European Control Conference, Stockholm, Sweden, pp. 3502-3508, June 2024. (online paper, abstract)

• S. Shi, Z. Sun, and B. De Schutter, "A behavioral perspective on models of linear dynamical networks with manifest variables," Proceedings of the 2024 European Control Conference, Stockholm, Sweden, pp. 2927-2933, June 2024. (online paper, abstract)

• F. Airaldi, B. De Schutter, and A. Dabiri, "Learning safety in model-based reinforcement learning using MPC and Gaussian processes," Proceedings of the 22nd IFAC World Congress, Yokohama, Japan, pp. 5759-5764, July 2023. (online paper , abstract)

• F. Cordiano, M. Fochesato, L. Huang, and B. De Schutter, "Provably-stable stochastic MPC for a class of nonlinear contractive systems," Proceedings of the 22nd IFAC World Congress, Yokohama, Japan, pp. 11242-11248, July 2023. (online paper , abstract)

• X. Liu, A. Dabiri, and B. De Schutter, "Scenario-based MPC for real-time passenger-centric timetable scheduling of urban rail transit networks," Proceedings of the 22nd IFAC World Congress, Yokohama, Japan, pp. 2347-2352, July 2023. (online paper , abstract)

• S. Shi, X. Cheng, B. De Schutter, and P.M.J. Van den Hof, "Signal selection for local module identification in linear dynamic networks: A graphical approach," Proceedings of the 22nd IFAC World Congress, Yokohama, Japan, pp. 2407-2412, July 2023. (online paper , abstract)

• D. Sun, A. Jamshidnejad, and B. De Schutter, "Adaptive parameterized control for coordinated traffic management using reinforcement learning," Proceedings of the 22nd IFAC World Congress, Yokohama, Japan, pp. 5463-5468, July 2023. (online paper , abstract)

• A. Ilioudi, B.J. Wolf, A. Dabiri, and B. De Schutter, "Towards establishing an automated selection framework for underwater image enhancement methods," Proceedings of the OCEANS 2023 Limerick, Limerick, Ireland, June 2023. (online paper, abstract)

• W. Remmerswaal, D. Sun, A. Jamshidnejad, and B. De Schutter, "Combined MPC and reinforcement learning for traffic signal control in urban traffic networks," Proceedings of the 2022 26th International Conference on System Theory, Control and Computing (ICSTCC), Sinaia, Romania, pp. 432-439, Oct. 2022. (online paper, abstract)