A Benchmarking Environment for Reinforcement Learning Based Task
Oriented Dialogue Management

A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management

29 November 2017

Paweł Budzianowski

Tsung-Hsien Wen

L. Rojas-Barahona

Papers citing "A Benchmarking Environment for Reinforcement Learning Based Task Oriented Dialogue Management"

9 / 9 papers shown

Title
NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue I. Casanueva Ivan Vulić Georgios P. Spithourakis Paweł Budzianowski 29 10 0 27 Apr 2022
A Survey on Deep Reinforcement Learning for Audio-Based Applications S. Latif Heriberto Cuayáhuitl Farrukh Pervez Fahad Shamshad Hafiz Shehbaz Ali Min Zhang OffRL 60 73 0 01 Jan 2021
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 21 196 0 09 Nov 2019
A Corpus-free State2Seq User Simulator for Task-oriented Dialogue Yutai Hou Meng Fang Wanxiang Che Ting Liu OffRL 24 7 0 10 Sep 2019
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning Lu Chen Zhi Chen Bowen Tan Sishan Long Milica Gasic Kai Yu 19 35 0 27 May 2019
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems Florian Kreyssig I. Casanueva Paweł Budzianowski Milica Gasic 22 74 0 17 May 2018
Feudal Reinforcement Learning for Dialogue Management in Large Domains I. Casanueva Paweł Budzianowski Pei-hao Su Stefan Ultes L. Rojas-Barahona Bo-Hsiang Tseng Milica Gasic 18 49 0 08 Mar 2018
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 57 117 0 30 Jun 2016