Huaze Tang

Policy Newton Algorithm in Reproducing Kernel Hilbert Space

On Theoretical Interpretations of Concept-Based In-Context Learning

SKARL: Provably Scalable Kernel Mean Field Reinforcement Learning for Variable-Size Multi-Agent Systems

Residual Kernel Policy Network: Enhancing Stability and Robustness in RKHS-Based Reinforcement Learning

A Scalable Transformer-based Framework for Fault Detection in Mission-Critical Systems