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Scott Kuindersma: Controlling Multi-Contact Robot Behaviors with Optimization | IACS Seminar
Jerk Constrained Time Optimal Control for Industrial Robots
RSS 2021, Spotlight Talk 26: Proximal and Sparse Resolution of Constrained Dynamic Equations
Lecture 8 - Optimization and Learning for Robot Control - Optimal control introduction
Modern Robotics, Chapter 8.7: Constrained Dynamics
[Presentation] Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion
Hierarchical Optimization-Based Control for Agile and Adaptive Legged Robots
Direct Collocation Methods for Trajectory Optimization in Constrained Robotic Systems
Lecture 14 - Optimization and Learning for Robot Control - LAB Collision avoidance
Scott Kuindersma: Robotics, Optimization, Control, and Machine Learning.
Lecture 15 - Optimization and Learning for Robot Control - Implementing MPC on a manipulator
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Last Updated: August 19, 2026
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![[Presentation] Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion](https://i.ytimg.com/vi/C6n2ZMVxun4/mqdefault.jpg)
