Cover Image

Deep neural network approximations for the stable manifolds of the Hamilton-Jacobi-Bellman equations

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Chen, Guoyuan
Format:	Preprint
Published:	2020
Subjects:	Optimization and Control Systems and Control
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Optimal $H_{\infty}$ control based on stable manifold of discounted Hamilton-Jacobi-Isaacs equation
by: Chen, Guoyuan, et al.
Published: (2024)

Verifiable Error Bounds for Physics-Informed Neural Network Solutions of Lyapunov and Hamilton-Jacobi-Bellman Equations
by: Liu, Jun
Published: (2026)

Koopman-Hopf Hamilton-Jacobi Reachability and Control
by: Sharpless, Will, et al.
Published: (2023)

Error estimates for finite-dimensional approximations of Hamilton-Jacobi-Bellman equations on the Wasserstein space
by: Daudin, Samuel, et al.
Published: (2025)

On classical solutions and canonical transformations for Hamilton--Jacobi--Bellman equations
by: Bansil, Mohit, et al.
Published: (2024)

Conservative Linear Envelopes for Nonlinear, High-Dimensional, Hamilton-Jacobi Reachability
by: Sharpless, Will, et al.
Published: (2024)

Kernel-Based LMI Approaches to Solving the Hamilton-Jacobi-Bellman Equation and Nonlinear Optimal Control
by: Hamzi, Boumediene, et al.
Published: (2026)

Error bounds for maxout neural network approximations of model predictive control
by: Teichrib, Dieter, et al.
Published: (2023)

State-Augmented Linear Games with Antagonistic Error for High-Dimensional, Nonlinear Hamilton-Jacobi Reachability
by: Sharpless, Will, et al.
Published: (2024)

Viscosity Solutions of Stochastic Hamilton--Jacobi--Bellman Equations with Jumps
by: Liang, Dunxiang, et al.
Published: (2026)

When Koopman Meets Hamilton and Jacobi
by: Vaidya, Umesh
Published: (2025)

Recursive stochastic differential games with non-Lipschitzian generators and viscosity solutions of Hamilton-Jacobi-Bellman-Isaacs equation
by: Wang, Guangchen, et al.
Published: (2024)

Classical solution to second-order Hamilton-Jacobi-Bellman equation and optimal feedback control for linear-convex problem
by: Li, Jinghua, et al.
Published: (2025)

Viscosity Solutions of Hamilton--Jacobi--Bellman Equations for Control Systems Driven by Teugels Martingales
by: Lin, Yongpeng, et al.
Published: (2026)

Stochastic optimal transport and Hamilton-Jacobi-Bellman equations on the set of probability measures
by: Bertucci, Charles
Published: (2023)

Pathwise Optimal Control and Rough Fractional Hamilton-Jacobi-Bellman Equations for Rough-Fractional Dynamics
by: Iannucci, Andrea, et al.
Published: (2024)

Hamilton-Jacobi-Bellman equation and Viscosity solutions for an optimal control problem for stochastic convective Brinkman-Forchheimer equations
by: Gautam, Sagar, et al.
Published: (2025)

On the vanishing viscosity limit of Hamilton-Jacobi equations with nearly optimal discount
by: Wang, Zibo, et al.
Published: (2025)

State constrained stochastic optimal control of a PV system with battery storage via Fokker-Planck and Hamilton-Jacobi-Bellman equations
by: Bermúdez, Alfredo, et al.
Published: (2025)

Robust stabilization of polytopic systems via fast and reliable neural network-based approximations
by: Fabiani, Filippo, et al.
Published: (2022)

PhiBE: A PDE-based Bellman Equation for Continuous Time Policy Evaluation
by: Zhu, Yuhua
Published: (2024)

On Exact Solutions to the Linear Bellman Equation
by: Ohlin, David, et al.
Published: (2025)

An approximation of the squared Wasserstein distance and an application to Hamilton-Jacobi equations
by: Bertucci, Charles, et al.
Published: (2024)

Convergence Analysis of the Upwind Difference Methods for Hamilton-Jacobi-Bellman Equations
by: Inoue, Daisuke, et al.
Published: (2023)

Radial and Non-Radial Solution Structures for Quasilinear Hamilton--Jacobi--Bellman Equations in Bounded Settings
by: Covei, Dragos-Patru
Published: (2025)

SIS epidemics on open networks: A replacement-based approximation
by: Vizuete, Renato, et al.
Published: (2024)

A mixed-integer framework for analyzing neural network-based controllers for piecewise affine systems with bounded disturbances
by: Teichrib, Dieter, et al.
Published: (2025)

Closed-loop training of static output feedback neural network controllers for large systems: A distillation case study
by: Turan, E. M., et al.
Published: (2024)

Beyond the Bellman Fixed Point: Geometry and Fast Policy Identification in Value Iteration
by: Lee, Donghwan
Published: (2026)

A Smooth, Recurrent, Non-Periodic Viscosity Solution of the Hamilton-Jacobi Equation
by: Charfi, Skander
Published: (2025)

Reliably-stabilizing piecewise-affine neural network controllers
by: Fabiani, Filippo, et al.
Published: (2021)

A Hamilton-Jacobi-Bellman Approach to Ellipsoidal Approximations of Reachable Sets for Linear Time-Varying Systems
by: Liu, Vincent, et al.
Published: (2024)

Geometrically robust least squares through manifold optimization
by: Coulson, Jeremy, et al.
Published: (2025)

Fixed-time-stable ODE Representation of Lasso
by: Wu, Liang, et al.
Published: (2026)

A neural network-based approach to hybrid systems identification for control
by: Fabiani, Filippo, et al.
Published: (2024)

Tuning the burn-in phase in training recurrent neural networks improves their performance
by: Schiller, Julian D., et al.
Published: (2026)

Enhancing network resilience through topological switching
by: Chen, Fei, et al.
Published: (2026)

Stable representations of Hamilton-Jacobi-Bellman equations with infinite horizon
by: Misztela, Arkadiusz, et al.
Published: (2026)

Approximate non-linear model predictive control with safety-augmented neural networks
by: Hose, Henrik, et al.
Published: (2023)

Efficient model predictive control for nonlinear systems modelled by deep neural networks
by: Lan, Jianglin
Published: (2024)