Zhaoxuan Zhu

Safe Model-Based Off-Policy Reinforcement Learning for Eco-Driving in Connected and Automated Hybrid Electric Vehicles

Zhaoxuan Zhu, Nicola Pivaro, Shobhit Gupta et al. · IEEE Transactions on Intelligent Vehicles · 2022 · 57 citations

Artificial Intelligence, Engineering, Machine Learning +14

A Deep Reinforcement Learning Framework for Eco-Driving in Connected and Automated Hybrid Electric Vehicles

Zhaoxuan Zhu, Shobhit Gupta, Abhishek Gupta et al. · IEEE Transactions on Vehicular Technology · 2023 · 34 citations

Artificial Intelligence, Drl Controller, Engineering +16

Energy Management of Hybrid Electric Vehicles via Deep Q-Networks

Zhaoxuan Zhu, Yuxing Liu, Marcello Canova · 2020 · 23 citations

Electrical Engineering, Automated Development Process, Energy Management Strategy +12

A GPU Implementation of a Look-Ahead Optimal Controller for Eco-Driving Based on Dynamic Programming

Zhaoxuan Zhu, Shobhit Gupta, Nicola Pivaro et al. · 2021 European Control Conference (ECC) · 2021 · 21 citations

Engineering, Including Vehicle-to-grid, Vehicle Control +16

Controlling Hamiltonian chaos by medium perturbation in periodically driven systems

Zhihua Wu, Zhaoxuan Zhu, ZHANG CHENG-FU · Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics · 1998 · 18 citations

Hamiltonian Theory, Deterministic Dynamical System, Physics +9