Pubs on Jiwen's Website

Feasible Constraint Policy Optimization for Safe Reinforcement Learning

Mon, 08 Dec 2025 00:00:00 +0000

We introduce Feasible Constraint Policy Optimization (FCPO), which seamlessly combines penalty and trust region methods to address policy feasibility while ensuring stability and performance.

PLM: Efficient Peripheral Language Models Hardware-Co-Designed for Ubiquitous Computing

Sat, 15 Mar 2025 00:00:00 +0000

We introduce the PLM, a Peripheral Language Model, developed through a co-design process that jointly optimizes model architecture and edge system constraints.