Understanding Safe Nonlinear Control Using Robust Neural Lyapunov Functions

Exploring Safe Nonlinear Control Using Robust Neural Lyapunov Functions reveals several interesting facts. A high-level presentation on our CoRL 2021 paper, which can be found here (the paper goes into much more technical depth, so I ...

Key Takeaways about Safe Nonlinear Control Using Robust Neural Lyapunov Functions

  • Nonlinear Model Predictive Control of Robotic Systems with Control Lyapunov Functions
  • We introduce the concept of a
  • This project was created
  • Reinforcement Learning for Safe Robot Control using Control Lyapunov Barrier Functions
  • How do you prove whether a 2D dynamical system has a limit cycle? This lecture covers the analytical techniques for both ruling ...

Detailed Analysis of Safe Nonlinear Control Using Robust Neural Lyapunov Functions

This video demonstrates the performance of our learned Lecture 2.4: Modern autonomous systems increasingly rely on deep learning for perception, prediction, and

EDIT : @04:25 I accidentally said "negative definite" for "negative semi-definite". Topics covered : 00:27

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