Dongho Kim

Since Mar. 2012, I am a post-doctoral research associate in the Dialogue System Group at Cambridge University Engineering Department.
From Feb. 2011 to Feb. 2012, I was a post-doctoral researcher in Artificial Intelligence & Probabilistic Reasoning Lab at KAIST.
In Jan. 2011, I did my phd at Department of Computer Science, KAIST under the supervision of Prof. Kee-Eung Kim and Prof. Jin Hyung Kim.
From Mar. 1998 to Feb. 2003, I did my undergraduate degree in both Computer Science and Mathematics at KAIST.

Thesis

Robust Performance Evaluation of POMDP-Based Dialogue Systems
Department of Computer Science, KAIST, 2011

Dongho Kim, Kee-Eung Kim, and Pascal Poupart
Cost-Sensitive Exploration in Bayesian Reinforcement Learning
In Proc. of Neural Information Processing Systems (NIPS), 2012, accepted
Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
Point-Based Value Iteration for Constrained POMDPs
In Proc. of the Int'l Joint Conference on Artifiical Intelligence (IJCAI), 2011
Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
Point-Based Value Iteration for Constrained POMDPs
In Proc. of the IJCAI Workshop on Decision Making in Partially Observable, Uncertain Worlds: Exploring Insights from Multiple Communities, 2011
Dongho Kim, Jin Hyung Kim, and Kee-Eung Kim
Robust Performance Evaluation of POMDP-Based Dialogue Systems
IEEE Transactions on Audio, Speech, and Language Processing (TASLP), 19(4), 2011
Pascal Poupart, Kee-Eung Kim, and Dongho Kim
Closing the Gap: Towards Provably Optimal POMDP Solutions
In Proc. of the Int'l Conference on Automated Planning Systems (ICAPS), 2011
Dongho Kim, Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Hyunjeong Kim, and Joo Won Sung
Effects of User Modeling on POMDP-based Dialogue Systems
In Proc. of the Annual Conference of the Int'l Speech Communication Association (INTERSPEECH), 2008
Best student paper runner-up

Dongho Kim, Jaesong Lee, Jaedeug Choi, and Kee-Eung Kim
A POMDP Framework for Dynamic Task Allocation and Reconnaissance of Multiple Unmanned Aerial Vehicles
Journal of KIISE: Software and Applications 38(1A), 2011
Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart
Point-Based Value Iteration for Constrained POMDPs
In Proc. of Korea Computer Congress, 2011
Best paper
Dongho Kim and Kee-Eung Kim
A Partially Observable Markov Decision Process Approach to Intelligent Agents
Communications of KIISE 29(2), 2011
Kyungmin Min, Seong Hun Lee, Dongho Kim, and Jin Hyung Kim
Multi-Camera-based Place Recognition using Nonstationary HMM
In Proc. of Korean HCI Conference, 2007
Kwang In Kim, Younghee Kwon, Dongho Kim, and Jin Hyung Kim
Learning to Remove JPEG Artifacts
In Proc. of Korea Computer Congress, 2005
Dongho Kim, Younghee Kwon, and Jin Hyung Kim
A Hangul Input Interface Using Continuous Gestures and Language Models
In Proc. of Korea Computer Congress, 2005
Taik Heon Rhee, Dongho Kim, Dae Hwan Kim, and Jin Hyung Kim
Development of Character Input System using 3-D Smart Input Devices
In Proc. of Korean HCI Conference, 2005

ICAPS 2011 International Probabilistic Planning Competition
2nd place in the Boolean POMDP track

Department of Engineering
University of Cambridge
Trumpington Street
Cambridge CB2 1PZ

Office BN3-011
Email dk449 at the Cambridge academic domain