Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games

3 January 2024

Papers citing "Pontryagin Neural Operator for Solving Parametric General-Sum Differential Games"

6 / 6 papers shown

Title
Value Approximation for Two-Player General-Sum Differential Games with State Constraints Lei Zhang Mukesh Ghimire Wenlong Zhang Zhenni Xu Yi Ren 46 3 0 28 Nov 2023
Learning the solution operator of parametric partial differential equations with physics-informed DeepOnets Sizhuang He Hanwen Wang P. Perdikaris AI4CE 75 695 0 19 Mar 2021
DeepReach: A Deep Learning Approach to High-Dimensional Reachability Somil Bansal Claire Tomlin 83 156 0 04 Nov 2020
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 453 2,384 0 18 Oct 2020
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators Lu Lu Pengzhan Jin George Karniadakis 198 2,108 0 08 Oct 2019
Convergence of the Deep BSDE Method for Coupled FBSDEs Jiequn Han Jihao Long 53 158 0 03 Nov 2018