Language Understanding for Text-based Games Using Deep Reinforcement
Learning

Language Understanding for Text-based Games Using Deep Reinforcement Learning

30 June 2015

Karthik R. Narasimhan

Tejas D. Kulkarni

Regina Barzilay

Papers citing "Language Understanding for Text-based Games Using Deep Reinforcement Learning"

14 / 64 papers shown

Title
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data Decebal Constantin Mocanu M. T. Vega Eric Eaton Peter Stone A. Liotta OffRL 19 26 0 18 Oct 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 26 264 0 08 Jun 2016
Conversational Contextual Cues: The Case of Personalization and History for Response Ranking Rami Al-Rfou Marc Pickett J. Snaider Yun-hsuan Sung B. Strope R. Kurzweil HAI 32 92 0 01 Jun 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik R. Narasimhan A. Saeedi J. Tenenbaum 25 1,127 0 20 Apr 2016
Dialog-based Language Learning Jason Weston LLMAG 24 108 0 20 Apr 2016
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning Karthik R. Narasimhan Adam Yala Regina Barzilay OffRL 24 152 0 25 Mar 2016
Learning to Communicate to Solve Riddles with Deep Distributed Recurrent Q-Networks Jakob N. Foerster Yannis Assael Nando de Freitas Shimon Whiteson 15 147 0 08 Feb 2016
Strategic Dialogue Management via Deep Reinforcement Learning Heriberto Cuayáhuitl Simon Keizer Oliver Lemon 11 90 0 25 Nov 2015
Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge Andreea Gane Xiang Zhang Antoine Bordes S. Chopra Alexander H. Miller Arthur Szlam Jason Weston ELM 35 197 0 21 Nov 2015
Prioritized Experience Replay Tom Schaul John Quan Ioannis Antonoglou David Silver OffRL 11 3,756 0 18 Nov 2015
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 47 244 0 14 Nov 2015
Alignment-based compositional semantics for instruction following Jacob Andreas Dan Klein 18 102 0 26 Aug 2015
Deep Recurrent Q-Learning for Partially Observable MDPs Matthew J. Hausknecht Peter Stone 57 1,663 0 23 Jul 2015