Yuanyuan Shi

1. Optimal Control Via Neural Networks: A Convex Approach
   2018/05/30 by Yize Chen, Chen, Yize, Yuanyuan Shi +3 · 8 citations
   Computer Science · Engineering · #Reinforcement Learning in Robotics #Building Energy and Comfort Optimization #Smart Grid Energy Management
2. Training Certifiably Robust Neural Networks with Efficient Local\n Lipschitz Bounds
   2021/11/02 by Yujia Huang, Huang, Yujia, Yuanyuan Shi +7 · 7 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Medical Imaging and Analysis
3. K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
   2023/06/08 by Cheng Deng, Deng, Cheng, Tianhang Zhang +20 · 9 citations
   Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #F.4.1 #FOS: Computer and information sciences #Geological Modeling and Analysis #I.2.7 #Natural Language Processing Techniques #Topic Modeling
4. Online Event-Triggered Switching for Frequency Control in Power Grids with Variable Inertia
   2024/08/27 by Jie Feng, Feng, Jie, Wenqi Cui +5 · 6 citations
   Energy · Engineering · #Power Systems and Renewable Energy #Microgrid Control and Optimization #Frequency Control in Power Systems
5. Stability Constrained Reinforcement Learning for Real-Time Voltage Control
   2021/09/30 by Yuanyuan Shi, Guannan Qu, Shi, Yuanyuan +7 · 3 citations
   Engineering · #Optimal Power Flow Distribution #Smart Grid Energy Management #Microgrid Control and Optimization
6. Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage Control
   2022/09/16 by Jie Feng, Yuanyuan Shi, Feng, Jie +9 · 4 citations
   Engineering · #FOS: Electrical engineering #Optimal Power Flow Distribution #Power System Optimization and Stability #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
7. Robust Reinforcement Learning for Continuous Control with Model Misspecification
   2019/06/18 by Daniel J. Mankowitz, Nir Levine, Mankowitz, Daniel J. +17 · 2 citations
   Computer Science · #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
8. Stable Online Control of Linear Time-Varying Systems
   2021/04/29 by Guannan Qu, Yuanyuan Shi, Qu, Guannan +7 · 3 citations
   Engineering · #Iterative Learning Control Systems #Advanced Control Systems Optimization #Stability and Control of Uncertain Systems
9. Leveraging energy storage to optimize data center electricity cost in emerging power markets
   2016/06/05 by Yuanyuan Shi, Bolun Xu, Shi, Yuanyuan +5 · 3 citations
   Computer Science · Engineering · #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Green IT and Sustainability #Optimization and Control (math.OC) #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
10. Structured Neural-PI Control with End-to-End Stability and Output Tracking Guarantees
    2023/05/28 by Wenqi Cui, Yan Jiang, Cui, Wenqi +5 · 3 citations
    Computer Science · Engineering · Physics and Astronomy · #Control and Stability of Dynamical Systems #FOS: Electrical engineering #Model Reduction and Neural Networks #Neural Networks Stability and Synchronization #Systems and Control (eess.SY) #electronic engineering #information engineering
11. FI-ODE: Certifiably Robust Forward Invariance in Neural ODEs
    2022/10/30 by Yujia Huang, Huang, Yujia, Ivan Dario Jimenez Rodriguez +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Cardiac electrophysiology and arrhythmias #FOS: Computer and information sciences #Machine Learning (cs.LG) #Receptor Mechanisms and Signaling
12. Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous Vehicles
    2022/03/12 by Songyang Han, He Wang, Han, Songyang +7 · 1 citation
    Engineering · Computer Science · #Traffic control and management #Reinforcement Learning in Robotics
13. KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Dynamical Systems
    2022/06/03 by Sahin Lale, Yuanyuan Shi, Lale, Sahin +9 · 1 citation
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Advanced Control Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #electronic engineering #information engineering
14. Neural Operators of Backstepping Controller and Observer Gain Functions for Reaction-Diffusion PDEs
    2023/03/18 by Miroslav Krstić, Krstic, Miroslav, Luke Bhan +3 · 4 citations
    Engineering · #Analysis of PDEs (math.AP) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Stability and Controllability of Differential Equations #Systems and Control (eess.SY) #electronic engineering #information engineering
15. Adaptive Neural-Operator Backstepping Control of a Benchmark Hyperbolic PDE
    2024/01/15 by Maxence Lamarque, Lamarque, Maxence, Luke Bhan +5 · 3 citations
    Engineering · #Adaptive Control of Nonlinear Systems #Artificial Intelligence (cs.AI) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Iterative Learning Control Systems #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Stability and Controllability of Differential Equations #Systems and Control (eess.SY) #electronic engineering #information engineering
16. Adaptive control of reaction-diffusion PDEs via neural operator-approximated gain kernels
    2024/07/01 by Luke Bhan, Yuanyuan Shi, Bhan, Luke +3 · 3 citations
    Engineering · Physics and Astronomy · #Stability and Controllability of Differential Equations #Model Reduction and Neural Networks #Iterative Learning Control Systems
17. Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented Imitation
    2024/11/15 by Yihong Guo, Guo, Yihong, Yixuan Wang +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
18. LLMs and Agentic AI Systems for Smart Grids: A Tutorial on Architectures and Applications
    2026/07/20 by Daniela Rojas, Abdulwahab Albassam, Aidan G. Leung +11
    #eess.SY #cs.AI #cs.SY