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1

Prediction of Reward Functions for Deep Reinforcement Learning via Gaussian Process Regression

Lim, Jaehyun, Ha, Seungchul, Choi, Jongeun

Journal:

IEEE/ASME Transactions on Mechatronics

Year:

2020

File:

PDF, 2.19 MB

2020

2

[ASME ASME 2016 Dynamic Systems and Control Conference - Minneapolis, Minnesota, USA (Wednesday 12 October 2016)] Volume 2: Mechatronics; Mechatronics and Controls in Advanced Manufacturing; Modeling and Control of Automotive Systems and Combustion Engines; Modeling and Validation; Motion and Vibration Control Applications; Multi-Agent and Networked Systems; Path Planning and Motion Control; Robot Manipulators; Sensors and Actuators; Tracking Control Systems; Uncertain Systems and Robustness; Unmanned, Ground and Surface Robotics; Vehicle Dynamic Controls; Vehicle Dynamics and Traffic Control - Level-Set Based Greedy Algorithm With Sequential Gaussian Process Regression for Implicit Surface Estimation

Yang, Shiyi, Jeon, Soo, Choi, Jongeun

Year:

2016

Language:

english

File:

PDF, 4.49 MB

english, 2016

3

Coronary artery decision algorithm trained by two-step machine learning algorithm

Kim, Young Woo, Yu, Hee-Jin, Kim, Jung-Sun, Ha, Jinyong, Choi, Jongeun, Lee, Joon Sang

Journal:

Year:

2020

Language:

english

File:

PDF, 1.10 MB

english, 2020

4

[IEEE 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) - Osaka, Japan (2019.3.23-2019.3.27)] 2019 IEEE Conference on Virtual Reality and 3D User Interfaces (VR) - Emotion Recognition in Gamers Wearing Head-mounted Display

Yong, Hwanmoo, Lee, Jisuk, Choi, Jongeun

Year:

2019

Language:

english

File:

PDF, 1017 KB

english, 2019

5

[IEEE 2014 IEEE International Solid- State Circuits Conference (ISSCC) - San Francisco, CA, USA (2014.02.9-2014.02.13)] 2014 IEEE International Solid-State Circuits Conference Digest of Technical Papers (ISSCC) - 7.1 A 1/4-inch 8Mpixel CMOS image sensor with 3D backside-illuminated 1.12μm pixel with front-side deep-trench isolation and vertical transfer gate

Ahn, JungChak, Lee, Kyungho, Kim, Yitae, Jeong, Heegeun, Kim, Bumsuk, Kim, Hongki, Park, Jongeun, Jung, Taesub, Park, Wonje, Lee, Taeheon, Park, Eunkyung, Choi, Sangjun, Choi, Gyehun, Park, Haeyong, C

Year:

2014

Language:

english

File:

PDF, 1.34 MB

english, 2014

6

A Deep Learning Approach to Predict Abdominal Aortic Aneurysm Expansion Using Longitudinal Data

Jiang, Zhenxiang, Do, Huan N., Choi, Jongeun, Lee, Whal, Baek, Seungik

Journal:

Frontiers in Physics

Year:

2020

Language:

english

File:

PDF, 1.72 MB

english, 2020

7

Gaussian Process Online Learning with a Sparse Data Stream

Park, Jehyun, Choi, Jongeun

Journal:

IEEE Robotics and Automation Letters

Year:

2020

File:

PDF, 763 KB

2020

8

Parameter Reduction of Nonlinear Least-Squares Estimates via the Singular Value Decomposition

Nagamune, Ryozo, Choi, Jongeun

Journal:

IFAC Proceedings Volumes

Year:

2008

Language:

english

File:

PDF, 447 KB

english, 2008

9

Parameter Reduction in Estimated Model Sets for Robust Control

Nagamune, Ryozo, Choi, Jongeun

Journal:

Journal of Dynamic Systems Measurement and Control

Year:

2010

Language:

english

File:

PDF, 455 KB

english, 2010

10

[IEEE 2016 IEEE International Conference on Cybercrime and Computer Forensic (ICCCF) - Vancouver, BC, Canada (2016.6.12-2016.6.14)] 2016 IEEE International Conference on Cybercrime and Computer Forensic (ICCCF) - Data-driven system identification of the social network dynamics in online postings of an extremist group

Diaz, Alejandro R., Choi, Jongeun, Holt, Thomas J., Chermak, Steven, Freilich, Joshua D.

Year:

2016

Language:

english

File:

PDF, 595 KB

english, 2016

11

DESIGN AND CONTROL OF A THERMAL STABILIZING SYSTEM FOR AN OPTOMECHANICAL UNCOOLED INFRARED IMAGING CAMERA

Choi, Jongeun, Yamaguchi, Joji, Morales, Simon, Horowitz, Roberto, Zhao, Y ang, Majumdar, Arun, Norton, P aul

Journal:

IFAC Proceedings Volumes

Year:

2002

Language:

english

File:

PDF, 1.85 MB

english, 2002

12

Hardware-in-the-Loop Simulation of Robust Gain-Scheduling Control of Port-Fuel-Injection Processes

White, Andrew, Zhu, Guoming, Choi, Jongeun

Journal:

IEEE Transactions on Control Systems Technology

Year:

2011

Language:

english

File:

PDF, 1.33 MB

english, 2011

13

[IEEE 2017 Design, Automation & Test in Europe Conference & Exhibition (DATE) - Lausanne, Switzerland (2017.3.27-2017.3.31)] Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 - Design space exploration of FPGA accelerators for convolutional neural networks

Rahman, Atul, Oh, Sangyun, Lee, Jongeun, Choi, Kiyoung

Year:

2017

Language:

english

File:

PDF, 144 KB

english, 2017

14

[IEEE 2018 17th International Conference on Ground Penetrating Radar (GPR) - Rapperswil, Switzerland (2018.6.18-2018.6.21)] 2018 17th International Conference on Ground Penetrating Radar (GPR) - A Case Study on Detection of Subsurface Cavities of Urban Roads Using Ground-coupled GPR

Baek, Jongeun, Yoon, Jin-Sung, Lee, Chang-Min, Choi, Yeonwoo

Year:

2018

Language:

english

File:

PDF, 2.09 MB

english, 2018

15

Model Predictive Tracking Control for Invariant Systems on Matrix Lie Groups via Stable Embedding into Euclidean Spaces

Chang, Dong Eui, Phogat, Karmvir Singh, Choi, Jongeun

Journal:

IEEE Transactions on Automatic Control

Year:

2019

File:

PDF, 338 KB

2019

16

Automated cephalometric landmark detection with confidence regions using Bayesian convolutional neural networks

Lee, Jeong-Hoon, Yu, Hee-Jin, Kim, Min-ji, Kim, Jin-Woo, Choi, Jongeun

Journal:

BMC Oral Health

Year:

2020

File:

PDF, 2.05 MB

2020

17

Robust Track-Following Controller Design in Hard Disk Drives Based on Parameter Dependent Lyapunov Functions

Conway, R., Jongeun Choi, Nagamune, R., Horowitz, R.

Journal:

IEEE Transactions on Magnetics

Year:

2010

Language:

english

File:

PDF, 418 KB

english, 2010

18

Appearance-based localization of mobile robots using Group LASSO regression

Do, Huan, Choi, Jongeun, Lim, Chae Young, Maiti, Tapabrata

Journal:

Journal of Dynamic Systems Measurement and Control

Year:

2018

Language:

english

File:

PDF, 2.46 MB

english, 2018

19

Spatial prediction with mobile sensor networks using Gaussian processes with built-in Gaussian Markov random fields

Yunfei Xu, Jongeun Choi

Journal:

Year:

2012

Language:

english

File:

PDF, 939 KB

english, 2012

20

Competition in the Korean Internet Portal Market: Network Effects, Profit, and Market Efficiency

Dong Ook Choi, Jongeun Oh, Yeonbae Kim, Junseok Hwang

Journal:

Review of Industrial Organization

Year:

2012

Language:

english

File:

PDF, 369 KB

english, 2012

21

Stochastic adaptive sampling for mobile sensor networks using kernel regression

Yunfei Xu, Jongeun Choi

Journal:

International Journal of Control, Automation and Systems

Year:

2012

Language:

english

File:

PDF, 1.15 MB

english, 2012

22

Design and fabrication of a novel bimorph microoptomechanical sensor

Si-Hyung Lim,, Jongeun Choi,, Horowitz, R., Majumdar, A.

Journal:

Journal of Microelectromechanical Systems

Year:

2005

Language:

english

File:

PDF, 929 KB

english, 2005

23

[ACM Press the 53rd Annual Design Automation Conference - Austin, Texas (2016.06.05-2016.06.09)] Proceedings of the 53rd Annual Design Automation Conference on - DAC '16 - Dynamic energy-accuracy trade-off using stochastic computing in deep neural networks

Kim, Kyounghoon, Kim, Jungki, Yu, Joonsang, Seo, Jungwoo, Lee, Jongeun, Choi, Kiyoung

Year:

2016

Language:

english

File:

PDF, 405 KB

english, 2016

24

Optimal Control of the Spine System

Xu, Yunfei, Choi, Jongeun, Reeves, N. Peter, Cholewicki, Jacek

Journal:

Journal of Biomechanical Engineering

Year:

2010

Language:

english

File:

PDF, 1.03 MB

english, 2010

25

Multiple robust track-following controller design in hard disk drives

Jongeun Choi, Ryozo Nagamune, Roberto Horowitz

Journal:

International Journal of Adaptive Control and Signal Processing

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

26

[IEEE 2009 American Control Conference - St. Louis, MO, USA (2009.06.10-2009.06.12)] 2009 American Control Conference - Mobile Sensor Networks for Learning Anisotropic Gaussian Processes

Yunfei Xu,, Choi, Jongeun

Year:

2009

Language:

english

File:

PDF, 1.42 MB

english, 2009

27

Linear Matrix Inequalities Approach to Input Covariance Constraint Control With Application to Electronic Throttle

Khudhair Al-Jiboory, Ali, White, Andrew, Zhang, Shupeng, Zhu, Guoming, Choi, Jongeun

Journal:

Journal of Dynamic Systems Measurement and Control

Year:

2015

Language:

english

File:

PDF, 2.75 MB

english, 2015

28

Analysis of conversion of Alzheimer’s disease using a multi-state Markov model

Zhang, Liangliang, Lim, Chae Young, Maiti, Tapabrata, Li, Yingjie, Choi, Jongeun, Bozoki, Andrea, Zhu, David C.

Journal:

Statistical Methods in Medical Research

Year:

2018

Language:

english

File:

PDF, 733 KB

english, 2018

29

Distributed learning and cooperative control for multi-agent systems

Jongeun Choi, Songhwai Oh, Roberto Horowitz

Journal:

Year:

2009

Language:

english

File:

PDF, 6.82 MB

english, 2009

30

Scalar sensor-based adaptive manipulation for source seeking

Jeon, Soo, Ahn, Hyeong-Joon, Choi, Jongeun

Journal:

International Journal of Control, Automation and Systems

Year:

2014

Language:

english

File:

PDF, 1.51 MB

english, 2014

31

An Efficient and Accurate Stochastic Number Generator Using Even-distribution Coding

Zhakatayev, Aidyn, Kim, Kyounghoon, Choi, Kiyoung, Lee, Jongeun

Journal:

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Year:

2018

Language:

english

File:

PDF, 2.30 MB

english, 2018

32

Odor-conditioned rheotaxis of the sea lamprey: modeling, analysis and validation

Choi, Jongeun, Jeon, Soo, Johnson, Nicholas S, Brant, Cory O, Li, Weiming

Journal:

Bioinspiration & Biomimetics

Year:

2013

Language:

english

File:

PDF, 577 KB

english, 2013

33

Design and control of a thermal stabilizing system for a MEMS optomechanical uncooled infrared imaging camera

Jongeun Choi, Joji Yamaguchi, Simon Morales, Roberto Horowitz, Yang Zhao, Arunava Majumdar

Journal:

Sensors and Actuators A: Physical

Year:

2003

Language:

english

File:

PDF, 452 KB

english, 2003

34

Efficient Bayesian spatial prediction with mobile sensor networks using Gaussian Markov random fields

Xu, Yunfei, Choi, Jongeun, Dass, Sarat, Maiti, Tapabrata

Journal:

Year:

2013

Language:

english

File:

PDF, 1.92 MB

english, 2013

35

Solutions to the Inverse LQR Problem With Application to Biological Systems Analysis

Priess, M. Cody, Conway, Richard, Choi, Jongeun, Popovich, John M., Radcliffe, Clark

Journal:

IEEE Transactions on Control Systems Technology

Year:

2015

Language:

english

File:

PDF, 1.03 MB

english, 2015

36

Learning Coverage Control of Mobile Sensing Agents in One-Dimensional Stochastic Environments

Jongeun Choi,, Horowitz, R.

Journal:

IEEE Transactions on Automatic Control

Year:

2010

Language:

english

File:

PDF, 346 KB

english, 2010

37

Sequential Bayesian Prediction and Adaptive Sampling Algorithms for Mobile Sensor Networks

Yunfei Xu,, Jongeun Choi,, Dass, S., Maiti, T.

Journal:

IEEE Transactions on Automatic Control

Year:

2012

Language:

english

File:

PDF, 699 KB

english, 2012

38

Optimal LPV control with hard constraints

White, Andrew, Zhu, Guoming, Choi, Jongeun

Journal:

International Journal of Control, Automation and Systems

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

39

Sea lamprey orient toward a source of a synthesized pheromone using odor-conditioned rheotaxis

Johnson, Nicholas S., Muhammad, Azizah, Thompson, Henry, Choi, Jongeun, Li, Weiming

Journal:

Behavioral Ecology and Sociobiology

Year:

2012

Language:

english

File:

PDF, 471 KB

english, 2012

40

[IEEE 2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM) - Busan, South Korea (2015.7.7-2015.7.11)] 2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM) - Appearance-based localization using Group LASSO regression with an indoor experiment

Do, Huan N., Choi, Jongeun, Lim, Chae Young, Maiti, Tapabrata

Year:

2015

Language:

english

File:

PDF, 1.63 MB

english, 2015

41

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Inferring human subject motor control intent using inverse MPC

Ramadan, Ahmed, Choi, Jongeun, Radcliffe, Clark J.

Year:

2016

Language:

english

File:

PDF, 1.04 MB

english, 2016

42

Multi-Fidelity Sampling for Fast Bayesian Shape Estimation with Tactile Exploration

Yang, Shiyi, Jeon, Soo, Choi, Jongeun

Journal:

IEEE Transactions on Industrial Informatics

Year:

2019

Language:

english

File:

PDF, 1.67 MB

english, 2019

43

[IEEE Conference Publications Design Automation and Test in Europe - Grenoble, France (2013.03.18-2013.03.22)] Design, Automation & Test in Europe Conference & Exhibition (DATE), 2013 - Compiling Control-Intensive Loops for CGRAs with State-Based Full Predication

Han, Kyuseung, Choi, Kiyoung, Lee, Jongeun

Year:

2013

Language:

english

File:

PDF, 322 KB

english, 2013

44

[IEEE 2013 IEEE 52nd Annual Conference on Decision and Control (CDC) - Firenze (2013.12.10-2013.12.13)] 52nd IEEE Conference on Decision and Control - Distributed Gaussian process regression for mobile sensor networks under localization uncertainty

Sungjoon Choi,, Jadaliha, Mahdi, Jongeun Choi,, Songhwai Oh,

Year:

2013

Language:

english

File:

PDF, 1.10 MB

english, 2013

45

[IEEE 2010 American Control Conference (ACC 2010) - Baltimore, MD (2010.6.30-2010.7.2)] Proceedings of the 2010 American Control Conference - Stochastic adaptive sampling for mobile sensor networks using kernel regression

Yunfei Xu,, Jongeun Choi,

Year:

2010

Language:

english

File:

PDF, 1.32 MB

english, 2010

46

Adaptive Sampling for Learning Gaussian Processes Using Mobile Sensor Networks

Xu, Yunfei, Choi, Jongeun

Journal:

Year:

2011

Language:

english

File:

PDF, 1.41 MB

english, 2011

47

[ASME ASME 2015 Dynamic Systems and Control Conference - Columbus, Ohio, USA (Wednesday 28 October 2015)] Volume 1: Adaptive and Intelligent Systems Control; Advances in Control Design Methods; Advances in Non-Linear and Optimal Control; Advances in Robotics; Advances in Wind Energy Systems; Aerospace Applications; Aerospace Power Optimization; Assistive Robotics; Automotive 2: Hybrid Electric Vehicles; Automotive 3: Internal Combustion Engines; Automotive Engine Control; Battery Management; Bio Engineering Applications; Biomed and Neural Systems; Connected Vehicles; Control of Robotic Systems - Output Feedback Control Design for Quadrotors in the Presence of Uncertainties

Lee, Joonho, Choi, Jongeun

Year:

2015

Language:

english

File:

PDF, 1.62 MB

english, 2015

48

Time-Domain Optimal Experimental Design in Human Seated Postural Control Testing

Cody Priess, M., Choi, Jongeun, Radcliffe, Clark, Popovich, John M., Cholewicki, Jacek, Peter Reeves, N.

Journal:

Journal of Dynamic Systems Measurement and Control

Year:

2015

Language:

english

File:

PDF, 700 KB

english, 2015

49

Sea lamprey orient toward a source of a synthesized pheromone using odor-conditioned rheotaxis

Nicholas S. Johnson, Azizah Muhammad, Henry Thompson, Jongeun Choi and Weiming Li

Journal:

Behavioral Ecology and Sociobiology

Year:

2012

Language:

english

File:

PDF, 2.21 MB

english, 2012

50

[ACM Press the 56th Annual Design Automation Conference 2019 - Las Vegas, NV, USA (2019.06.02-2019.06.06)] Proceedings of the 56th Annual Design Automation Conference 2019 on - DAC '19 - Successive Log Quantization for Cost-Efficient Neural Networks Using Stochastic Computing

Lee, Sugil, Sim, Hyeonuk, Choi, Jooyeon, Lee, Jongeun

Year:

2019

Language:

english

File:

PDF, 830 KB

english, 2019

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