End-to-End Optimization of Task-Oriented Dialogue Model with Deep
Reinforcement Learning

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning

29 November 2017

Dilek Z. Hakkani-Tür

Papers citing "End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning"

14 / 14 papers shown

Title
Iterative Policy Learning in End-to-End Trainable Task-Oriented Neural Dialog Models Bing-Quan Liu Ian Lane OffRL 38 98 0 18 Sep 2017
An End-to-End Trainable Neural Network Model with Belief Tracking for Task-Oriented Dialog Bing-Quan Liu Ian Lane 33 97 0 20 Aug 2017
End-to-End Task-Completion Neural Dialogue Systems Xiujun Li Yun-Nung Chen Lihong Li Jianfeng Gao Asli Celikyilmaz 52 367 0 03 Mar 2017
Hybrid Code Networks: practical and efficient end-to-end dialog control with supervised and reinforcement learning Jason D. Williams Kavosh Asadi Geoffrey Zweig OffRL 52 335 0 10 Feb 2017
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue Mihail Eric Christopher D. Manning BDL 69 155 0 15 Jan 2017
Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling Bing-Quan Liu Ian Lane 57 676 0 06 Sep 2016
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access Bhuwan Dhingra Lihong Li Xiujun Li Jianfeng Gao Yun-Nung Chen Faisal Ahmed Li Deng 54 303 0 03 Sep 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 79 482 0 12 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 256 1,331 0 05 Jun 2016
Learning End-to-End Goal-Oriented Dialog Antoine Bordes Y-Lan Boureau Jason Weston 68 781 0 24 May 2016
On-line Active Reward Learning for Policy Optimisation in Spoken Dialogue Systems Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young OffRL 54 170 0 24 May 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 57 1,104 0 15 Apr 2016
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models Iulian Serban Alessandro Sordoni Yoshua Bengio Aaron Courville Joelle Pineau AILaw 116 1,752 0 17 Jul 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 840 149,474 0 22 Dec 2014

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