Search Results for author: Chengyang Gu

Found 2 papers, 1 papers with code

Learning and Optimization for Price-based Demand Response of Electric Vehicle Charging

no code implementations16 Apr 2024 Chengyang Gu, Yuxin Pan, Ruohong Liu, Yize Chen

Thus, to model and optimize EV charging, it is important for charging station operator to model the PBDR patterns of EV customers by precisely predicting charging demands given price signals.

Pontryagin Optimal Control via Neural Networks

1 code implementation30 Dec 2022 Chengyang Gu, Hui Xiong, Yize Chen

Solving real-world optimal control problems are challenging tasks, as the complex, high-dimensional system dynamics are usually unrevealed to the decision maker.

Model-based Reinforcement Learning Reinforcement Learning (RL)

Cannot find the paper you are looking for? You can Submit a new open access paper.