Donggun Lee

Donggun Lee

University of California, Berkeley

H-index: 10

North America-United States

About Donggun Lee

Donggun Lee, With an exceptional h-index of 10 and a recent h-index of 9 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of control theory, game theory, robotics.

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

Efficient Computation of State-Constrained Reachability Problems Using Hopf-Lax Formulae

Interaction-Aware Trajectory Planning for Autonomous Vehicles with Analytic Integration of Neural Networks into Model Predictive Control

Safety-Guaranteed Autonomy under Uncertainty

Convexifying State-Constrained Optimal Control Problems

RAMP: A Risk-Aware Mapping and Planning Pipeline for Fast Off-Road Ground Robot Navigation

Real-Time Robust Receding Horizon Planning Using Hamilton–Jacobi Reachability Analysis

Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning

A computationally efficient Hamilton-Jacobi-based formula for state-constrained optimal control problems

Donggun Lee Information

University

Position

___

Citations(all)

414

Citations(since 2020)

355

Cited By

130

hIndex(all)

10

hIndex(since 2020)

9

i10Index(all)

12

i10Index(since 2020)

9

Email

University Profile Page

University of California, Berkeley

Google Scholar

View Google Scholar Profile

Donggun Lee Skills & Research Interests

control theory

game theory

robotics

Top articles of Donggun Lee

Title

Journal

Author(s)

Publication Date

Efficient Computation of State-Constrained Reachability Problems Using Hopf-Lax Formulae

IEEE Transactions on Automatic Control

Donggun Lee

Claire J Tomlin

2023/1/31

Interaction-Aware Trajectory Planning for Autonomous Vehicles with Analytic Integration of Neural Networks into Model Predictive Control

Piyush Gupta

David Isele

Donggun Lee

Sangjae Bae

2023/6/2

Safety-Guaranteed Autonomy under Uncertainty

Donggun Lee

2022

Convexifying State-Constrained Optimal Control Problems

IEEE Transactions on Automatic Control

Donggun Lee

Shankar A Deka

Claire J Tomlin

2022/11/11

RAMP: A Risk-Aware Mapping and Planning Pipeline for Fast Off-Road Ground Robot Navigation

Lakshay Sharma

Michael Everett

Donggun Lee

Xiaoyi Cai

Philip Osteen

...

2023/5/29

Real-Time Robust Receding Horizon Planning Using Hamilton–Jacobi Reachability Analysis

IEEE Transactions on Robotics

Hoseong Seo

Donggun Lee

Clark Youngdong Son

Inkyu Jang

Claire J Tomlin

...

2022/8/15

Infinite-Horizon Reach-Avoid Zero-Sum Games via Deep Reinforcement Learning

arXiv preprint arXiv:2203.10142

Jingqi Li

Donggun Lee

Somayeh Sojoudi

Claire J Tomlin

2022/3/18

A computationally efficient Hamilton-Jacobi-based formula for state-constrained optimal control problems

arXiv preprint arXiv:2106.13440

Donggun Lee

Claire J Tomlin

2021/6/25

Towards Cyber–Physical Systems Robust to Communication Delays: A Differential Game Approach

IEEE Control Systems Letters

Shankar A Deka

Donggun Lee

Claire J Tomlin

2021/12/15

Robust control barrier–value functions for safety-critical control

Jason J Choi

Donggun Lee

Koushil Sreenath

Claire J Tomlin

Sylvia L Herbert

2021/12/14

Lax Formulae for Efficiently Solving Two Classes of State-Constrained Optimal Control Problems

arXiv preprint arXiv:2109.00140

Donggun Lee

Claire J Tomlin

2021/9/1

Hamilton-Jacobi Equations for Two Classes of State-Constrained Zero-Sum Games

arXiv preprint arXiv:2106.15006

Donggun Lee

Claire J Tomlin

2021/6/28

Optimal Control of Battery Fast Charging Based-on Pontryagin’s Minimum Principle

Saehong Park

Donggun Lee

Hyoung Jun Ahn

Claire Tomlin

Scott Moura

2020/12/14

Hamilton-Jacobi Formulation for State-Constrained Optimal Control and Zero-Sum Game Problems

Donggun Lee

Alexander Keimer

Alexandre M Bayen

Claire J Tomlin

2020/12/14

A Hopf-Lax Formula in Hamilton–Jacobi Analysis of Reach-Avoid Problems

IEEE Control Systems Letters

Donggun Lee

Claire J Tomlin

2020/7/16

See List of Professors in Donggun Lee University(University of California, Berkeley)