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Ensemble-Based Deep Reinforcement Learning for Chatbots

Aug 27, 2019
Heriberto Cuayáhuitl, Donghyeon Lee, Seonghan Ryu, Yongjin Cho, Sungja Choi, Satish Indurthi, Seunghak Yu, Hyungtak Choi, Inchul Hwang, Jihie Kim

* arXiv admin note: text overlap with arXiv:1908.10331 

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A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots

Aug 27, 2019
Heriberto Cuayáhuitl


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Deep Reinforcement Learning for Chatbots Using Clustered Actions and Human-Likeness Rewards

Aug 27, 2019
Heriberto Cuayáhuitl, Donghyeon Lee, Seonghan Ryu, Sungja Choi, Inchul Hwang, Jihie Kim

* In International Joint Conference of Neural Networks (IJCNN), 2019 

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A Study on Dialogue Reward Prediction for Open-Ended Conversational Agents

Dec 02, 2018
Heriberto Cuayáhuitl, Seonghan Ryu, Donghyeon Lee, Jihie Kim

* In NeurIPS Workshop on Conversational AI: "Today's Practice and Tomorrow's Potential", December 2018 

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Deep Reinforcement Learning for Multi-Domain Dialogue Systems

Nov 26, 2016
Heriberto Cuayáhuitl, Seunghak Yu, Ashley Williamson, Jacob Carse

* NIPS Workshop on Deep Reinforcement Learning, 2016 

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Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning

Nov 26, 2016
Heriberto Cuayáhuitl, Guillaume Couly, Clément Olalainty

* NIPS Workshop on Future of Interactive Learning Machines, 2016 

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SimpleDS: A Simple Deep Reinforcement Learning Dialogue System

Jan 18, 2016
Heriberto Cuayáhuitl

* International Workshop on Spoken Dialogue Systems (IWSDS), 2016 

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Strategic Dialogue Management via Deep Reinforcement Learning

Nov 25, 2015
Heriberto Cuayáhuitl, Simon Keizer, Oliver Lemon

* NIPS'15 Workshop on Deep Reinforcement Learning 

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