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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 77 references in this bibliography folder.

배장원, 이강훈, 김현은, 이준석, 고봉석, 남보원, 문일철, 김기응, and 박재현: POMDP-DEVS를 활용한 전투 개체 모델링
대한산업공학회지, 39(6):498-516. 2013.

임희진, 최재득, 석재현, and 김기응: 추천시스템을 위한 베이지안 협력-경쟁 필터링
In: 한국컴퓨터종합학술대회 논문집, pp. 1496-1498. 2013.

Daejoong Kim, Jaedeug Choi, Kee-Eung Kim, Jungsu Lee, and Jinho Sohn: Engineering Statistical Dialog State Trackers: A Case Study on DSTC
Department of Computer Science, KAIST, Technical Report(CS-TR-2013-379). 2013.

Daejoong Kim, Jaedeug Choi, Kee-Eung Kim, Jungsu Lee, and Jinho Sohn: Engineering Statistical Dialog State Trackers: A Case Study on DSTC
In: Proceedings of the SIGDIAL 2013 Conference, pp. 462-466. 2013.

Jaedeug Choi and Kee-Eung Kim: Bayesian Nonparametric Feature Construction for Inverse Reinforcement Learning
In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI). 2013.

Jaedeug Choi and Kee-Eung Kim: Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions
In: Proceedings of Neural Information Processing Systems (NIPS). 2012.

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)

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