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Kai-Chieh Hsu
Kai-Chieh Hsu
PhD student at Electrical Engineering, Princeton University
princeton.edu의 이메일 확인됨
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Safety and Liveness Guarantees through Reach-Avoid Reinforcement Learning
KC Hsu, V Rubies-Royo, CJ Tomlin, JF Fisac
Robotics: Science and System, 2021
492021
Sim-to-Lab-to-Real: Safe Reinforcement Learning with Shielding and Generalization Guarantees
KC Hsu, AZ Ren, DP Nguyen, A Majumdar, JF Fisac
Artificial Intelligence, 2022
242022
The safety filter: A unified view of safety-critical control in autonomous systems
KC Hsu, H Hu, JF Fisac
Annual Review of Control, Robotics, and Autonomous Systems 7, 2024
182024
ISAACS: Iterative Soft Adversarial Actor-Critic for Safety
KC Hsu, DP Nguyen, JF Fisac
Learning for Dynamics and Control Conference, 90-103, 2023
92023
Joint Estimation of DOA and Frequency of Multiple Sources with Orthogonal Coprime Arrays
KC Hsu, JF Kiang
Sensors 19 (2), 335, 2019
82019
Emergent coordination through game-induced nonlinear opinion dynamics
H Hu, K Nakamura, KC Hsu, NE Leonard, JF Fisac
2023 62nd IEEE Conference on Decision and Control (CDC), 8122-8129, 2023
62023
Low-Complexity Compressed Analysis in Eigenspace with Limited Labeled Data for Real-Time Electrocardiography Telemonitoring
KC Hsu, BH Cho, CY Chou, AYA Wu
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
42018
Low-Complexity On-Demand Reconstruction for Compressively Sensed Problematic Signals
CY Chou, KC Hsu, BH Cho, KC Chen, AYA Wu
IEEE Transactions on Signal Processing 68, 4094-4107, 2020
32020
DOA estimation using triply primed arrays based on fourth-order statistics
KC Hsu, JF Kiang
Progress In Electromagnetics Research M 67, 55-64, 2018
32018
Interpretable Trajectory Prediction for Autonomous Vehicles via Counterfactual Responsibility
KC Hsu, K Leung, Y Chen, JF Fisac, M Pavone
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
22023
Reinforcement Learning Guided Detailed Routing for Custom Circuits
H Chen, KC Hsu, WJ Turner, PH Wei, K Zhu, DZ Pan, H Ren
Proceedings of the 2023 International Symposium on Physical Design, 26-34, 2023
22023
Fast, Smooth, and Safe: Implicit Control Barrier Functions through Reach-Avoid Differential Dynamic Programming
AR Kumar, KC Hsu, PJ Ramadge, JF Fisac
IEEE Control Systems Letters, 2023
12023
DOA estimation of quasi-stationary signals using a partly-calibrated uniform linear array with fewer sensors than sources
KC Hsu, JF Kiang
Progress In Electromagnetics Research M 63, 185-193, 2018
12018
AIMED: AI-Mediated Exploration of Design: An Experience Report
S Narain, D Chee, P Iyer, E Mak, R Valdez, M Zhu, N Jha, J Fisac, KC Hsu, ...
Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 136-140, 2023
2023
DOA Estimation with Triply Primed Arrays Based on Fourth-Order Statistics
KC Hsu, JF Kiang
2018 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2018
2018
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