Publication Training Dialogue Systems With Human Advice Merwan Barlier, Romain Laroche, Olivier Pietquin Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems (AAMAS) | July 2018
Publication Straight to the Tree: Constituency Parsing with Neural Syntactic Distance Yikang Shen, Zhouhan Lin, Athul Paul Jacob, Alessandro Sordoni, Aaron Courville, Yoshua Bengio Proceedings of ACL | July 2018
Publication Counting to Explore and Generalize in Text-based Games Xingdi Yuan, Marc-Alexandre Côté, Alessandro Sordoni, Romain Laroche, Remi Tachet des Combes, Matthew Hausknecht, Adam Trischler ICML 2018 | June 2018 Project
Publication TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté, Ákos Kádár, Xingdi Yuan, Ben Kybartas, Tavian Barnes, Emery Fine, James Moore, Matthew Hausknecht, Layla El Asri, Mahmoud Adada, Wendy Tay, Adam Trischler Computer Games Workshop at ICML/IJCAI 2018 | June 2018 Project
Publication Focused Hierarchical RNNs for Conditional Sequence Processing Nan Rosemary Ke, Konrad Zolna, Alessandro Sordoni, Zhouhan Lin, Adam Trischler, Yoshua Bengio, Joelle Pineau, Laurent Charlin, Chris Pal ICML 2018 | June 2018 Project
Publication Augmented cyclegan: Learning many-to-many mappings from unpaired data Amjad Almahairi, Sai Rajeswar, Alessandro Sordoni, Philip Bachman, Aaron Courville ICML 2018 | June 2018 ArXiv
Publication In reinforcement learning, all objective functions are not equal Romain Laroche, Harm van Seijen Proceedings of the 6th International Conference on Learning Representations (ICLR) – workshop track | May 2018
Publication Reinforcement Learning Algorithm Selection Romain Laroche, Raphael Feraud Proceedings of the 6th International Conference on Learning Representations (ICLR) | May 2018
Publication Corpus-Level Fine-Grained Entity Typing Yadollah Yaghoobzadeh, Heike Adel, Hinrich Schuetze Journal of Artificial Intelligence Research | April 2018, Vol 61: pp. 835-862 Project
Publication Rapid Adaptation with Conditionally Shifted Neurons Tsendsuren Munkhdalai, Xingdi Yuan, Soroush Mehri, Adam Trischler In the proceedings of the Thirty-fifth International Conference on Machine Learning | March 2018
