Recurrent Neural Networks, Lifelong Learning, Reinforcement Learning, Deep Learning, Natural Language Processing, Machine Learning, Artificial Intelligence.

News:

Recent Publications:

• The Hanabi Challenge: A New Frontier for AI Research.
  Nolan Bard*, Jakob N. Foerster*, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling.
  Accepted in Journal of Artificial Intelligence Research, 2019.
  [arXiv], [code]


• Towards Training Recurrent Neural Networks for Lifelong Learning.
  Shagun Sodhani*, Sarath Chandar*, Yoshua Bengio.
  Neural Computation, 2020.
  [arXiv]


• Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study.
  Chinnadhurai Sankar, Sandeep Subramanian, Chris Pal, Sarath Chandar, Yoshua Bengio.
  Association for Computational Linguistics (ACL), 2019.
  [arXiv]


• Towards Lossless Encoding of Sentences.
  Gabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp.
  Association for Computational Linguistics (ACL), 2019.
  [arXiv]