Publications
You can also find my publications on my Google Scholar profile.
Preprints
- Antoine Aspeel, Antoine Girard, Thiago Alves Lima. Exploiting Over-Approximation Errors as Preview Information for Nonlinear Control. (Under review)
Journal publications
Mohamad Louai Shehab, Antoine Aspeel, Necmiye Ozay. Learning Reward Machines from Partially Observed Optimal Policies. Transactions on Machine Learning Research (TMLR). (Accepted for publication)
- Ram Padmanabhan, Antoine Aspeel, Necmiye Ozay, Melkior Ornik. Mode-Prefix-Based Control of Switched Linear Systems with Applications to Fault Tolerance. IEEE Control Systems Letters, 2025.
- With presentation at The Conference on Decision and Control (CDC), 2025.
Michaël Fanuel, Antoine Aspeel, Michael T Schaub, Jean-Charles Delvenne. Ellipsoidal embeddings of graphs. SIAM Journal on Applied Mathematics, 2024.
- Antoine Aspeel, Jakob Nylof, Jing Shuang (Lisa) Li, and Necmiye Ozay. A Low Rank Approach to Minimize Sensor-to-Actuator Communication in Finite Horizon Output Feedback. IEEE Control Systems Letters, 2023.
- With presentation at The American Control Conference (ACC), 2024.
- Slides are available here.
- Haldun Balim, Antoine Aspeel, Zexiang Liu, and Necmiye Ozay. Koopman-inspired Implicit Backward Reachable Sets for Unknown Nonlinear Systems. IEEE Control Systems Letters, 2023.
Antoine Aspeel, Amaury Gouverneur, Raphaël M Jungers, and Benoit Macq. Optimal intermittent particle filter. IEEE Transactions on Signal Processing, 2022.
Michaël Fanuel, Antoine Aspeel, Jean-Charles Delvenne, and Johan AK Suykens. Positive semi-definite embedding for dimensionality reduction and out-of-sample extensions. SIAM Journal on Mathematics of Data Science, 2022.
Damien Dasnoy, Antoine Aspeel, Kevin Souris, and Benoit Macq. Locally tuned deformation fields combination for 2D cine-MRI-based driving of 3D motion models. In Physica Medica, 2022.
- Antoine Aspeel, Axel Legay, Raphaël M Jungers, and Benoit Macq. Optimal measurement budget allocation for Kalman prediction over a finite time horizon by genetic algorithms. In EURASIP Journal on Advances in Signal Processing, 2021.
Works in proceedings of conferences
- Antoine Aspeel, Laurent Bako, Necmiye Ozay. Minimal L2-Consistent Data-Transmission. In The 63th IEEE International Conference on Decision and Control, 2024.
- Presented in the invited session Event-Triggered and Self-Triggered Control.
Mohamad Louai Shehab, Antoine Aspeel, Nikos Aréchiga, Andrew Best, Necmiye Ozay. Learning True Objectives: Linear algebraic characterizations of identifiability in inverse reinforcement learning. In The 6th Annual Learning for Dynamics & Control Conference (L4DC), 2024.
- Antoine Aspeel, Necmiye Ozay. A Simulation Preorder for Koopman-like Lifted Control Systems. Presentation in The 8th IFAC Conference on Analysis and Design of Hybrid Systems, 2024.
Antoine Aspeel, Kwesi Rutledge, Raphaël M Jungers, Benoit Macq, and Necmiye Ozay. Optimal control for linear networked control systems with information transmission constraints. In The 60th IEEE International Conference on Decision and Control, 2021.
Antoine Aspeel, Amaury Gouverneur, Raphaël M Jungers, and Benoit Macq. Optimal measurement budget allocation for particle filtering. In 27th IEEE International Conference on Image Processing, 2020.
- Antoine Aspeel, Damien Dasnoy, Raphaël M Jungers, and Benoit Macq. Optimal intermittent measurements for tumor tracking in X-ray guided radiotherapy. In Medical Imaging 2019: Image-Guided Procedures, Robotic Interventions, and Modeling. International Society for Optics and Photonics, 2019.
Ph.D. Thesis
- Antoine Aspeel. Optimal Sampling for State Estimation of Stochastic Dynamical Systems, 2022.
- Slides of my Ph.D. defense are available here.