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Dongho Kim
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Publications
- 2021
- [i5]John McLeod, Hrvoje Stojic, Vincent Adam, Dongho Kim, Jordi Grau-Moya, Peter Vrancx, Felix Leibfried:
Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow. CoRR abs/2103.14407 (2021) - 2020
- [c55]Byung-Jun Lee, Jongmin Lee, Peter Vrancx, Dongho Kim, Kee-Eung Kim:
Batch Reinforcement Learning with Hyperparameter Gradients. ICML 2020: 5725-5735 - 2019
- [i4]Marcin B. Tomczak, Dongho Kim, Peter Vrancx, Kee-Eung Kim:
Policy Optimization Through Approximated Importance Sampling. CoRR abs/1910.03857 (2019) - 2018
- [c53]Rasul Tutunov, Dongho Kim, Haitham Bou-Ammar:
Distributed Multitask Reinforcement Learning with Quadratic Convergence. NeurIPS 2018: 8921-8930 - 2017
- [c52]Stefan Ultes, Lina Maria Rojas-Barahona, Pei-Hao Su, David Vandyke, Dongho Kim, Iñigo Casanueva, Pawel Budzianowski, Nikola Mrksic, Tsung-Hsien Wen, Milica Gasic, Steve J. Young:
PyDial: A Multi-domain Statistical Dialogue System Toolkit. ACL (System Demonstrations) 2017: 73-78 - 2015
- [j12]ChanMin Kim, Dongho Kim, Jiangmei Yuan, Roger B. Hill, Prashant Doshi, Chi N. Thai:
Robotics to promote elementary education pre-service teachers' STEM engagement, learning, and teaching. Comput. Educ. 91: 14-31 (2015) - [c47]Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Steve J. Young:
Distributed dialogue policies for multi-domain statistical dialogue management. ICASSP 2015: 5371-5375 - [c46]Pei-hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young:
Learning from real users: rating dialogue success with neural networks for reinforcement learning in spoken dialogue systems. INTERSPEECH 2015: 2007-2011 - [c45]Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-Hao Su, David Vandyke, Steve J. Young:
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. SIGDIAL Conference 2015: 275-284 - [i3]Tsung-Hsien Wen, Milica Gasic, Dongho Kim, Nikola Mrksic, Pei-hao Su, David Vandyke, Steve J. Young:
Stochastic Language Generation in Dialogue using Recurrent Neural Networks with Convolutional Sentence Reranking. CoRR abs/1508.01755 (2015) - [i2]Pei-hao Su, David Vandyke, Milica Gasic, Dongho Kim, Nikola Mrksic, Tsung-Hsien Wen, Steve J. Young:
Learning from Real Users: Rating Dialogue Success with Neural Networks for Reinforcement Learning in Spoken Dialogue Systems. CoRR abs/1508.03386 (2015) - 2014
- [c43]ChanMin Kim, Prashant Doshi, Chi N. Thai, Dongho Kim, Jiangmei Yuan:
A Portal Designed to Learn about Educational Robotics. CogSci 2014 - [c42]Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Steve J. Young:
Dialogue context sensitive HMM-based speech synthesis. ICASSP 2014: 2554-2558 - [c41]Milica Gasic, Dongho Kim, Pirros Tsiakoulis, Catherine Breslin, Matthew Henderson, Martin Szummer, Blaise Thomson, Steve J. Young:
Incremental on-line adaptation of POMDP-based dialogue managers to extended domains. INTERSPEECH 2014: 140-144 - [c40]Dongho Kim, Catherine Breslin, Pirros Tsiakoulis, Milica Gasic, Matthew Henderson, Steve J. Young:
Inverse reinforcement learning for micro-turn management. INTERSPEECH 2014: 328-332 - [c39]Pirros Tsiakoulis, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Steve J. Young:
Dialogue context sensitive speech synthesis using factorized decision trees. INTERSPEECH 2014: 2937-2941 - [c38]Steve J. Young, Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Eli Tzirkel-Hancock:
Evaluation of Statistical POMDP-Based Dialogue Systems in Noisy Environments. IWSDS 2014: 3-14 - [c35]Dongho Kim, Matthew Henderson, Milica Gasic, Pirros Tsiakoulis, Steve J. Young:
The use of discriminative belief tracking in POMDP-based dialogue systems. SLT 2014: 354-359 - 2013
- [c32]Catherine Breslin, Milica Gasic, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
Continuous asr for flexible incremental dialogue. ICASSP 2013: 8362-8366 - [c31]Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
On-line policy optimisation of Bayesian spoken dialogue systems via human interaction. ICASSP 2013: 8367-8371 - [c29]Milica Gasic, Catherine Breslin, Matthew Henderson, Dongho Kim, Martin Szummer, Blaise Thomson, Pirros Tsiakoulis, Steve J. Young:
POMDP-based dialogue manager adaptation to extended domains. SIGDIAL Conference 2013: 214-222 - 2012
- [j8]Rajasvaran Logeswaran, Dongho Kim, Jungwhan Kim, Keechul Jung, Bundo Song:
Graph-Cut Energy Minimization for Object Extraction in MRCP Medical Images. J. Medical Syst. 36(1): 311-320 (2012) - [c25]Dongho Kim, Kee-Eung Kim, Pascal Poupart:
Cost-Sensitive Exploration in Bayesian Reinforcement Learning. NIPS 2012: 3077-3085 - 2011
- [j6]Dongho Kim, Jin H. Kim, Kee-Eung Kim:
Robust Performance Evaluation of POMDP-Based Dialogue Systems. IEEE ACM Trans. Audio Speech Lang. Process. 19(4): 1029-1040 (2011) - [c24]Pascal Poupart, Kee-Eung Kim, Dongho Kim:
Closing the Gap: Improved Bounds on Optimal POMDP Solutions. ICAPS 2011 - [c21]Dongho Kim, Jaesong Lee, Kee-Eung Kim, Pascal Poupart:
Point-Based Value Iteration for Constrained POMDPs. IJCAI 2011: 1968-1974 - 2008
- [c14]Dongho Kim, Hyeong Seop Sim, Kee-Eung Kim, Jin Hyung Kim, Hyunjeong Kim, Joo Won Sung:
Effects of user modeling on POMDP-based dialogue systems. INTERSPEECH 2008: 1169-1172
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