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Kanghoon Lee
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2020 – today
- 2024
- [j6]Jiansong Wan
, Kanghoon Lee, Hayong Shin:
Traffic pattern-aware elevator dispatching via deep reinforcement learning. Adv. Eng. Informatics 61: 102497 (2024) - [j5]Jiachen Li
, David Isele
, Kanghoon Lee
, Jinkyoo Park
, Kikuo Fujimura
, Mykel J. Kochenderfer
:
Interactive Autonomous Navigation With Internal State Inference and Interactivity Estimation. IEEE Trans. Robotics 40: 2932-2949 (2024) - [c12]Shiqi Lei, Kanghoon Lee, Linjing Li, Jinkyoo Park, Jiachen Li:
ELA: Exploited Level Augmentation for Offline Learning in Zero-Sum Games. AAMAS 2024: 2357-2359 - [c11]Sunghoon Hong, Deunsol Yoon, Whiyoung Jung, Jinsang Lee, Hyundam Yoo, Jiwon Ham, Suhyun Jung, Chanwoo Moon, Yeontae Jung, Kanghoon Lee, Woohyung Lim, Somin Jeon, Myounggu Lee, Sohui Hong, Jaesang Lee, Hangyoul Jang, Changhyun Kwak, Jeonghyeon Park, Changhoon Kang, Jungki Kim:
Naphtha Cracking Center Scheduling Optimization using Multi-Agent Reinforcement Learning. AAMAS 2024: 2806-2808 - [c10]Taeyoung Yun
, Kanghoon Lee
, Sujin Yun
, Ilmyung Kim
, Won-Woo Jung
, Min-Cheol Kwon
, Kyujin Choi
, Yoohyeon Lee
, Jinkyoo Park
:
An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems. KDD 2024: 6202-6213 - [i5]Shiqi Lei, Kanghoon Lee, Linjing Li, Jinkyoo Park, Jiachen Li:
ELA: Exploited Level Augmentation for Offline Learning in Zero-Sum Games. CoRR abs/2402.18617 (2024) - [i4]Taeyoung Yun, Kanghoon Lee, Sujin Yun, Ilmyung Kim, Won-Woo Jung, Min-Cheol Kwon, Kyujin Choi, Yoohyeon Lee, Jinkyoo Park:
An Offline Meta Black-box Optimization Framework for Adaptive Design of Urban Traffic Light Management Systems. CoRR abs/2408.07327 (2024) - 2023
- [j4]Kanghoon Lee
, Jong-Il Park
:
Contactless Interface Using Exhaled Breath and Thermal Imaging. Sensors 23(7): 3601 (2023) - [c9]Kanghoon Lee, Jiachen Li, David Isele, Jinkyoo Park, Kikuo Fujimura, Mykel J. Kochenderfer
:
Robust Driving Policy Learning with Guided Meta Reinforcement Learning. ITSC 2023: 4114-4120 - [i3]Kanghoon Lee, Jiachen Li, David Isele, Jinkyoo Park, Kikuo Fujimura, Mykel J. Kochenderfer:
Robust Driving Policy Learning with Guided Meta Reinforcement Learning. CoRR abs/2307.10160 (2023) - [i2]Jiachen Li, David Isele, Kanghoon Lee, Jinkyoo Park, Kikuo Fujimura, Mykel J. Kochenderfer:
Interactive Autonomous Navigation with Internal State Inference and Interactivity Estimation. CoRR abs/2311.16091 (2023) - 2021
- [c8]Kanghoon Lee, Jong-Il Park:
Toward Extended Sensory Interface for Impaired Person. HCI (33) 2021: 423-435 - 2020
- [j3]Kanghoon Lee
, Kyudong Sim, Taeyoung Uhm, Sang Hwa Lee, Jong-Il Park:
Design of Imperceptible Metamer Markers and Application Systems. IEEE Access 8: 53687-53696 (2020) - [j2]Jang Won Bae, Junseok Lee, Do-Hyung Kim, Kanghoon Lee, Jongmin Lee, Kee-Eung Kim, Il-Chul Moon
:
Layered Behavior Modeling via Combining Descriptive and Prescriptive Approaches: A Case Study of Infantry Company Engagement. IEEE Trans. Syst. Man Cybern. Syst. 50(7): 2551-2565 (2020)
2010 – 2019
- 2019
- [j1]Kanghoon Lee, Geon-hyeong Kim
, Pedro A. Ortega, Daniel D. Lee, Kee-Eung Kim:
Bayesian optimistic Kullback-Leibler exploration. Mach. Learn. 108(5): 765-783 (2019) - [c7]Kanghoon Lee, Kyudong Sim, Jong-Il Park:
Marker Concealment Using Print Color Correction and Its Application. HCI (9) 2019: 221-234 - 2018
- [c6]Kanghoon Lee, Sang Hwa Lee, Jong-Il Park:
Hands-Free Interface Using Breath Residual Heat. HCI (4) 2018: 204-217 - [c5]Kanghoon Lee, Chanran Kim
, Jong-Il Park:
Infrared-camera-based metamer marker for use in dark environments. ICCE 2018: 1-3 - [i1]Kanghoon Lee, Jihye Choi, Moonsu Cha, Jung Kwon Lee, Taeyoon Kim:
Stochastic Doubly Robust Gradient. CoRR abs/1812.08997 (2018) - 2017
- [c4]Kanghoon Lee, Taeyoung Uhm, Jong-Il Park:
Contactless touch interaction using thermal image camera for fingerless and handless users. ICCE 2017: 432-433 - 2016
- [c3]Eunjin Choi, Wanjae Lee, Kanghoon Lee, Jaekwang Kim, Jinhak Kim:
Real-time pedestrian recognition at night based on far infrared image sensor. ICCIP 2016: 115-119 - 2015
- [c2]Hyeoneun Kim, Woosang Lim, Kanghoon Lee, Yung-Kyun Noh, Kee-Eung Kim:
Reward Shaping for Model-Based Bayesian Reinforcement Learning. AAAI 2015: 3548-3555 - [c1]Kanghoon Lee, Kee-Eung Kim:
Tighter Value Function Bounds for Bayesian Reinforcement Learning. AAAI 2015: 3556-3563
Coauthor Index
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