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Optimization for Robotics

10-week / 175-hour curriculum — from mathematical foundations to real-time robot solvers

Overview Guides

📝 Exercises

Weekly Schedule

Phase I

Week 1: Mathematical Foundations

Phase I

Week 2: Numerical Computing & First-Order Methods

Phase II

Week 3: Second-Order Methods

Phase II

Week 4: Constrained Optimization

Phase VI

Week 11: Group Theory & Rotations

Phase VI

Week 12: Rigid Motions & Lie Algebra

Phase VI

Week 13: Manifold Optimization & Capstone

Phase VII

Week 14: Normal Form & Zero-Sum Games

Phase VII

Week 15: Cooperative & Dynamic Games

Phase VII

Week 16: Algorithmic GT & Capstone

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