Yi Mei

Distributionally Robust Chance-Constrained Reinforcement Learning for Home Energy Management under Electric Vehicle Uncertainty

The electrification of residential energy systems and adoption of electric vehicles (EVs) create demand-side flexibility. However, random driving behaviour makes it difficult to ensure EV readiness at departure and maintain thermal comfort. To address this, we formulate residential scheduling as a distributionally robu...

A Memetic Search for Multi-Depot Cumulative Capacitated Vehicle Routing Problem

The cumulative capacitated vehicle routing problem (CCVRP) is a variant of the vehicle routing problem that aims at minimizing the sum of arrival times of the vehicles at customers to ensure efficiency and fairness. It has many practical applications such as natural disaster rescue and school bus routing. In this paper...

ComGPL: Genetic Programming for Learning Traffic Signal Control Policies With Intersection Communications