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by admin last modified Jun 19, 2011 11:19 PM

This folder holds the following references to publications, sorted by year and author.

There are 71 references in this bibliography folder.

Dongho Kim, Kee-Eung Kim, and Pascal Poupart: Cost-Sensitive Exploration in Bayesian Reinforcement Learning
In: Proceedings of Neural Information Processing Systems (NIPS). 2012.

Jaeyoung Park and Kee-Eung Kim: A POMDP Approach to Optimizing P300 Speller BCI Paradigm
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 20(4). 2012.

이강훈, 임희진, and 김기응: Factored POMDP를 이용한 가상군의 자율행위 모델링 사례연구
In: 한국컴퓨터종합학술대회 논문집, vol. 39(1B). 2012.

Byung Kon Kang and Kee-Eung Kim: Exploiting Symmetries for Single and Multi-Agent Partially Observable Stochastic Domains
Artificial Intelligence, 182-183:32-57. 2012.

김동호, 이재송, 최재득, and 김기응: 복수 무인기를 위한 POMDP 기반 동적 임무 할당 및 정찰 임무 최적화 기법
정보과학회 논문지: 소프트웨어 및 응용, 39(6). 2012.

Jaedeug Choi and Kee-Eung Kim: MAP Inference for Bayesian Inverse Reinforcement Learning
In: Proceedings of Neural Information Processing Systems (NIPS). 2011.

Jaeyoung Park, Kee-Eung Kim, and Yoon-Kyu Song: A POMDP-based Optimal Control of P300-based Brain-Computer Interfaces
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) NECTAR Track. 2011.

Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart: Point-Based Value Iteration for Constrained POMDPs
In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI). 2011.

Dongho Kim, Jaesong Lee, Kee-Eung Kim, and Pascal Poupart: Point-Based Value Iteration for Constrained POMDPs
In: Proceedings of the IJCAI Workshop on Decision Making in Partially Observable, Uncertain Worlds: Exploring Insights from Multiple Communities. 2011.

Eunsoo Oh and Kee-Eung Kim: A Geometric Traversal Algorithm for Reward-Uncertain MDPs
In: Proceedings of the Conference on Uncertainty in Artificial Intelligence (UAI). 2011.

김동호, 이재송, 김기응, and 파스칼 푸파르: 제약을 갖는 POMDP를 위한 점-기반 가치 반복 알고리즘
In: 한국컴퓨터종합학술대회 논문집, vol. 38(1A). 2011. (최우수 논문상)

Pascal Poupart, Kee-Eung Kim, and Dongho Kim: Closing the Gap: Towards Provably Optimal POMDP Solutions
In: Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS). 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.

Jaedeug Choi and Kee-Eung Kim: Inverse Reinforcement Learning in Partially Observable Environments
Journal of Machine Learning Research (JMLR), 12. 2011.

김동호 and 김기응: 부분관찰 마코프 의사결정과정을 이용한 지능형 에이전트 구현
한국정보과학회지, 29(2). 2011.

Wonjun Lee, Sunjun Kim, Younkyung Lim, Alice Oh, Tekjin Nam, and Kee-Eung Kim: A Rapid Prototyping Method for Discovering User-Driven Opportunities for Personal Informatics
In: Proceedings of the International Conference on Virtual Systems and Multimedia (VSMM). 2010. (Best Paper Award)

Younkyung Lim, Alice Oh, Tekjin Nam, and Kee-Eung Kim: Personal Informatics for Discovering Human-Centered Lifecare System Opportunities
In: Proceedings of the ACM CHI Workshop on Know Thyself. 2010.

Jaeyoung Park, Kee-Eung Kim, and Sungho Jo: A POMDP Approach to P300-Based Brain-Computer Interfaces
In: Proceedings of the ICAPS POMDP Practitioners Workshop. 2010.

Youngwook Kim and Kee-Eung Kim: Point-Based Bounded Policy Iteration for Decentralized POMDPs
In: Proceedings of Pacific-Rim Conference on Artificial Intelligence (PRICAI) / Lecture Notes in Computer Science (LNCS) 6230. 2010. (Best poster award)

Jaeyoung Park, Kee-Eung Kim, and Sungho Jo: A POMDP Approach to P300-Based Brain-Computer Interfaces
In: Proceedings of the ACM International Conference on Intelligent User Interfaces (IUI). 2010.

Jaedeug Choi and Kee-Eung Kim: Inverse Reinforcement Learning in Partially Observable Environments
In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI). 2009.

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: Proceedings of the Annual Conference of the International Speech Communication Association (INTERSPEECH). 2008. (Best student paper runner-up)

Jae-Hyun Seok, Simon Levasseur, Kee-Eung Kim, and Jin Hyung Kim: Tracing Handwriting on Paper Document under Video Camera
In: Proceedings of the International Conference on Frontiers in Handwriting Recognition (ICFHR). 2008.

Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Du-Seong Chang, and Myoung-Wan Koo: Symbolic Heuristic Search Value Iteration for Factored POMDPs
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2008.

Kee-Eung Kim: Exploiting Symmetries in POMDPs for Point-Based Algorithms
In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2008.

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