most citedPessimistic Minimax Value Iteration: Provably Efficient Equilibrium Learning from Offline Datasets

3 citations · 3 across the 3 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2023

A Homogenization Approach for Gradient-Dominated Stochastic Optimization

Jiyuan Tan, Chenyu Xue, Chuwen Zhang +3

Gradient dominance property is a condition weaker than strong convexity, yet sufficiently ensures global convergence even in non-convex optimization. This property finds wide appli…

math.OC2022

SOLNP+: A Derivative-Free Solver for Constrained Nonlinear Optimization

Dongdong Ge, Tianhao Liu, Jinsong Liu +2

SOLNP+ is a derivative-free solver for constrained nonlinear optimization. It starts from SOLNP proposed in 1989 by Ye Ye with the main idea that uses finite difference to approxim…