A Deep Reinforcement Learning Chatbot (Short Version)EI

    Iulian Vlad Serban
    Iulian Vlad Serban
    Chinnadhurai Sankar
    Chinnadhurai Sankar
    Mathieu Germain
    Mathieu Germain
    Sandeep Subramanian
    Sandeep Subramanian
    Taesup Kim
    Taesup Kim
    Michael Pieper
    Michael Pieper
    Sarath Chandar
    Sarath Chandar
    Sai Rajeswar
    Sai Rajeswar
    Alexandre de Brébisson
    Alexandre de Brébisson
    Cited by: 1|Bibtex|71|

    arXiv: Computation and Language, Volume abs/1801.067002018,

    Abstract:

    We present MILABOT: a deep reinforcement learning chatbot developed by the Montreal Institute for Learning Algorithms (MILA) for the Amazon Alexa Prize competition. MILABOT is capable of conversing with humans on popular small talk topics through both speech and text. The system consists of an ensemble of natural language generation and r...More
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