Videos

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PDE analysis for sampling dynamics and generative models Thumbnail

PDE analysis for sampling dynamics and generative models

Presenter
  • Jianfeng Lu
April 20, 2020
IPAM
Scaling Hamilton-Jacobi Reachability Analysis for Robotics: Multi-agent Systems to Real-time Computation Thumbnail

Scaling Hamilton-Jacobi Reachability Analysis for Robotics: Multi-agent Systems to Real-time Computation

Presenter
  • Somil Bansal
April 3, 2020
IPAM
Scalability for Hamilton-Jacobi Reachability Analysis: Decomposition, Warm-Start Initialization, and Model Reduction Thumbnail

Scalability for Hamilton-Jacobi Reachability Analysis: Decomposition, Warm-Start Initialization, and Model Reduction

Presenter
  • Sylvia Herbert
April 3, 2020
IPAM
Probabilistic max-plus schemes for solving Hamilton-Jacobi-Bellman equations Thumbnail

Probabilistic max-plus schemes for solving Hamilton-Jacobi-Bellman equations

Presenter
  • Marianne Akian
April 3, 2020
IPAM
Attenuation of the curse of dimensionality in continuous-time nonlinear optimal feedback stabilization problems Thumbnail

Attenuation of the curse of dimensionality in continuous-time nonlinear optimal feedback stabilization problems

Presenter
  • Ivan Yegorov
April 2, 2020
IPAM
A Multi-Pronged Approach to Computational Challenges in HJ Reachability Thumbnail

A Multi-Pronged Approach to Computational Challenges in HJ Reachability

Presenter
  • Mo Chen
April 2, 2020
IPAM
Data Development and Deep Learning for HJB Equations Thumbnail

Data Development and Deep Learning for HJB Equations

Presenter
  • Wei Kang
April 2, 2020
IPAM
Solving high dimensional HJ equations using generalized Hopf-Lax formulas vs using Machine Learning Thumbnail

Solving high dimensional HJ equations using generalized Hopf-Lax formulas vs using Machine Learning

Presenters
  • Stanley Osher
  • Samy Wu Fung
April 1, 2020
IPAM
Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations Thumbnail

Solution Concepts for Optimal Feedback Control of Nonlinear Partial Differential Equations

Presenter
  • Karl Kunisch
April 1, 2020
IPAM
Overcoming the curse of dimensionality for some Hamilton-Jacobi partial differential equations via neural network architectures Thumbnail

Overcoming the curse of dimensionality for some Hamilton-Jacobi partial differential equations via neural network architectures

Presenter
  • Jerome Darbon
April 1, 2020
IPAM
High-Dimensional HJBs: Mean-Field Limits and McKean-Vlasov Equations Thumbnail

High-Dimensional HJBs: Mean-Field Limits and McKean-Vlasov Equations

Presenter
  • Gang Yin
March 31, 2020
IPAM
A numerical method of solving high dimensional Hamilton-Jacobi equations with generalized Hopf-Lax formula Thumbnail

A numerical method of solving high dimensional Hamilton-Jacobi equations with generalized Hopf-Lax formula

Presenter
  • Yat Tin Chow
March 31, 2020
IPAM