Pan Zhao

About Pan Zhao

Pan Zhao, With an exceptional h-index of 12 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Robust Adaptive Control, Autonomous Systems, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Robust Adaptive MPC Using Uncertainty Compensation

Learning Tube-Certified Control Using Robust Contraction Metrics

Convex synthesis of control barrier functions under input constraints

Safe and efficient reinforcement learning using disturbance-observer-based control barrier functions

Safety embedded stochastic optimal control of networked multi-agent systems via barrier states

Verification of ℒ1 Adaptive Control using Verse Library: A Case Study of Quadrotors

Optimizing Crop Management with Reinforcement Learning and Imitation Learning

Integrated adaptive control and reference governors for constrained systems with state-dependent uncertainties

Pan Zhao Information

University

Position

___

Citations(all)

457

Citations(since 2020)

400

Cited By

118

hIndex(all)

12

hIndex(since 2020)

11

i10Index(all)

15

i10Index(since 2020)

13

Email

University Profile Page

Google Scholar

Pan Zhao Skills & Research Interests

Robust Adaptive Control

Autonomous Systems

Machine Learning

Top articles of Pan Zhao

Robust Adaptive MPC Using Uncertainty Compensation

arXiv preprint arXiv:2309.13743

2023/9/24

Learning Tube-Certified Control Using Robust Contraction Metrics

arXiv preprint arXiv:2309.07443

2023/9/14

Convex synthesis of control barrier functions under input constraints

IEEE Control Systems Letters

2023/7/7

Safe and efficient reinforcement learning using disturbance-observer-based control barrier functions

2023/6/6

Pan Zhao
Pan Zhao

H-Index: 5

Naira Hovakimyan
Naira Hovakimyan

H-Index: 31

Safety embedded stochastic optimal control of networked multi-agent systems via barrier states

2023/5/31

Verification of ℒ1 Adaptive Control using Verse Library: A Case Study of Quadrotors

2023/5/9

Optimizing Crop Management with Reinforcement Learning and Imitation Learning

IJCAI 23, 32nd International Joint Conference on Artificial Intelligence, Macao S.A.R, Aug 19-252023

2023/8

Integrated adaptive control and reference governors for constrained systems with state-dependent uncertainties

IEEE Transactions on Automatic Control

2023/12/5

Adaptive Control with Switched Reference Models: Application to Learn-to-Fly

Journal of Guidance, Control, and Dynamics

2022/12

Pan Zhao
Pan Zhao

H-Index: 5

Naira Hovakimyan
Naira Hovakimyan

H-Index: 31

Robust nonlinear tracking control with exponential convergence using contraction metrics and disturbance estimation

Sensors

2022/6/23

Pan Zhao
Pan Zhao

H-Index: 5

Naira Hovakimyan
Naira Hovakimyan

H-Index: 31

L1Adaptive Augmentation for Geometric Tracking Control of Quadrotors

2022/5/23

Improving the Robustness of Reinforcement Learning Policies With Adaptive Control

Soft Computing as Transdisciplinary Science and Technology: Proceedings of the fourth IEEE International Workshop WSTST ́05

2007/12/14

Tube-certified trajectory tracking for nonlinear systems with robust control contraction metrics

IEEE Robotics and Automation Letters

2022/2/23

Optimizing nitrogen management with deep reinforcement learning and crop simulations

2022

Guaranteed Nonlinear Tracking in the Presence of DNN-Learned Dynamics With Contraction Metrics and Disturbance Estimation

arXiv preprint arXiv:2112.08222

2021/12/15

Pan Zhao
Pan Zhao

H-Index: 5

Naira Hovakimyan
Naira Hovakimyan

H-Index: 31

Optimization of Agricultural Management for Soil Carbon Sequestration Using Deep Reinforcement Learning and Crop System Simulations

AGU Fall Meeting Abstracts

2021/12

Adaptive Augmentation for Geometric Tracking Control of Quadrotors

2022/5/23

Robustifying Reinforcement Learning Policies with Adaptive Control

arXiv preprint arXiv:2106.02249

2021/6/4

Adaptive control for linear parameter-varying systems with application to a VTOL aircraft

Aerospace Science and Technology

2021/5/1

Pan Zhao
Pan Zhao

H-Index: 5

Naira Hovakimyan
Naira Hovakimyan

H-Index: 31

Adaptive robust quadratic programs using control Lyapunov and barrier functions

2020/12/14

See List of Professors in Pan Zhao University(University of Illinois at Urbana-Champaign)

Co-Authors

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