| 3 | -- | 0 | Oliver Lemon, Olivier Pietquin. Introduction to special issue on machine learning for adaptivity in spoken dialogue systems |
| 4 | -- | 0 | Milica Gasic, Steve Young. Effective handling of dialogue state in the hidden information state POMDP-based dialogue manager |
| 5 | -- | 0 | Heriberto Cuayáhuitl, Nina Dethlefs. Spatially-aware dialogue control using hierarchical reinforcement learning |
| 6 | -- | 0 | Filip Jurcícek, Blaise Thomson, Steve Young. Natural actor and belief critic: Reinforcement algorithm for learning parameters of dialogue systems modelled as POMDPs |
| 7 | -- | 0 | Olivier Pietquin, Matthieu Geist, Senthilkumar Chandramohan, Hervé Frezza-Buet. Sample-efficient batch reinforcement learning for dialogue management optimization |
| 8 | -- | 0 | José P. González-Brenes, Jack Mostow. Classifying dialogue in high-dimensional space |
| 9 | -- | 0 | Hua Ai, Diane J. Litman. Comparing user simulations for dialogue strategy learning |
| 10 | -- | 0 | Teruhisa Misu, Komei Sugiura, Tatsuya Kawahara, Kiyonori Ohtake, Chiori Hori, Hideki Kashioka, Hisashi Kawai, Satoshi Nakamura. Modeling spoken decision support dialogue and optimization of its dialogue strategy |