Zemin Eitan Liu

Safe Deep Reinforcement Learning-Based Constrained Optimal Control Scheme for HEV Energy Management

Zemin Eitan Liu, Quan Zhou, Yanfei Li et al. · IEEE Transactions on Transportation Electrification · 2023 · 58 citations

An Intelligent Energy Management Strategy for Hybrid Vehicle with irrational actions using Twin Delayed Deep Deterministic Policy Gradient

Zemin Eitan Liu, Quan Zhou, Yanfei Li et al. · IFAC-PapersOnLine · 2021 · 36 citations · Full text

Energy Control, Engineering, Deep Reinforcement Learning +15

Deep Reinforcement Learning-Based Energy Management for Heavy Duty HEV Considering Discrete-Continuous Hybrid Action Space

Zemin Eitan Liu, Yanfei Li, Quan Zhou et al. · IEEE Transactions on Transportation Electrification · 2024 · 26 citations

Real-time energy management for HEV combining naturalistic driving data and deep reinforcement learning with high generalization

Zemin Eitan Liu, Yong Li · Applied Energy · 2024 · 25 citations

A novel optimization framework for natural gas transportation pipeline networks based on deep reinforcement learning

Zemin Eitan Liu, Wennan Long, Zhenlin Chen et al. · Energy and AI · 2024 · 24 citations · Full text

Artificial Intelligence, Model Optimization, Evolving Neural Network +9