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lines changed Original file line number Diff line number Diff line change @@ -31,7 +31,7 @@ This student-led course explores modern techniques for controlling — and learn
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3232| 1 | 08/22/2025 | Lecture — Andrew Rosemberg | Course map; why PDE-constrained ** optimization** ; tooling overview; stability & state-space dynamics; Lyapunov; discretization issues | [ 📚] ( https://learningtooptimize.github.io/LearningToControlClass/dev/class01/class01/ ) |
3333| 2 | 08/29/2025 | Lecture - TBD | Numerical ** optimization** for control (grad/SQP/QP); ALM vs. interior-point vs. penalty methods | |
34- | 3 | 09/05/2025 | Lecture - TBD | Pontryagin’s Maximum Principle; shooting & multiple shooting; LQR, Riccati, QP viewpoint (finite / infinite horizon) | |
34+ | 3 | 09/05/2025 | Lecture - Zaowei Dai | Pontryagin’s Maximum Principle; shooting & multiple shooting; LQR, Riccati, QP viewpoint (finite / infinite horizon) | |
3535| 4 | 09/12/2025 | ** External seminar 1** - Joaquim Dias Garcia| Dynamic Programming & Model-Predictive Control | |
3636| 5 | 09/19/2025 | Lecture - Guancheng "Ivan" Qiu | ** Nonlinear** trajectory ** optimization** ; collocation; implicit integration | |
3737| 6 | 09/26/2025 | ** External seminar 2** - Henrique Ferrolho | Trajectory ** optimization** on robots in Julia Robotics | |
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