35 citations · 36 across the 4 of their papers we have counts for
4 papers
Constrained Reinforcement Learning for Dynamic Material Handling
Chengpeng Hu, Ziming Wang, Jialin Liu +3
As one of the core parts of flexible manufacturing systems, material handling involves storage and transportation of materials between workstations with automated vehicles. The imp…
Certified Numerical Real Root Isolation of Zero-dimensional Multivariate Real Nonlinear Systems
Jin-San Cheng, Junyi Wen
Using the local geometrical properties of a given zero-dimensional square multivariate nonlinear system inside a box, we provide a simple but effective and new criterion for the un…
Mitigating Unfairness via Evolutionary Multi-objective Ensemble Learning
Qingquan Zhang, Jialin Liu, Zeqi Zhang +3
In the literature of mitigating unfairness in machine learning, many fairness measures are designed to evaluate predictions of learning models and also utilised to guide the traini…
A New Deflation Method For Verifying the Isolated Singular Zeros of Polynomial Systems
Jin-San Cheng, Xiaojie Dou, Junyi Wen
In this paper, we develop a new deflation technique for refining or verifying the isolated singular zeros of polynomial systems. Starting from a polynomial system with an isolated…