1 citations · 1 across the 4 of their papers we have counts for
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ProxiCBO: A Provably Convergent Consensus-Based Method for Composite Optimization
Haoyu Zhang, Yanting Ma, Ruangrawee Kitichotkul +2
This paper introduces an interacting-particle optimization method tailored to possibly non-convex composite optimization problems, which arise widely in signal processing. The prop…
Optimal-PhiBE: A PDE-based Model-free framework for Continuous-time Reinforcement Learning
Yuhua Zhu, Yuming Zhang, Haoyu Zhang
This paper addresses continuous-time reinforcement learning (CTRL) where the system dynamics are governed by an unknown stochastic differential equation, and only discrete-time obs…
An interacting particle consensus method for constrained global optimization
José A. Carrillo, Shi Jin, Haoyu Zhang +1
This paper presents a particle-based optimization method designed for addressing minimization problems with equality constraints, particularly in cases where the loss function exhi…