Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games

22 October 2020

Papers citing "Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games"

48 / 48 papers shown

Title
Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge K. Murugesan Mattia Atzeni Pushkar Shukla Mrinmaya Sachan Pavan Kapanipathi Kartik Talamadupula LLMAG 22 30 0 02 May 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 257 1,961 0 02 Feb 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces Prithviraj Ammanabrolu Matthew J. Hausknecht AI4CE LLMAG 34 129 0 23 Jan 2020
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction Vishal Jain W. Fedus Hugo Larochelle Doina Precup Marc G. Bellemare AI4CE 74 30 0 28 Nov 2019
Building Dynamic Knowledge Graphs from Text-based Games Mikuláš Zelinka Xingdi Yuan Marc-Alexandre Côté Romain Laroche Adam Trischler 6 12 0 21 Oct 2019
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 28 196 0 11 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 38 461 0 04 Sep 2019
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Leonard Adolphs Thomas Hofmann 18 47 0 04 Sep 2019
Transfer in Deep Reinforcement Learning using Knowledge Graphs Prithviraj Ammanabrolu Mark O. Riedl 26 30 0 19 Aug 2019
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 24 901 0 13 Aug 2019
Reasoning and Generalization in RL: A Tool Use Perspective Sam Wenke D. Saunders Mike Qiu J. Fleming OffRL LRM 29 5 0 03 Jul 2019
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation Yikun Xian Zuohui Fu S. Muthukrishnan Gerard de Melo Yongfeng Zhang 55 460 0 12 Jun 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 52 279 0 10 Jun 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents Alex Mott Daniel Zoran Mike Chrzanowski Daan Wierstra Danilo Jimenez Rezende 31 189 0 06 Jun 2019
Learning Dynamics of Attention: Human Prior for Interpretable Machine Reasoning Wonjae Kim Yoonho Lee 22 6 0 28 May 2019
Cognitive Graph for Multi-Hop Reading Comprehension at Scale Ming Ding Chang Zhou Qibin Chen Hongxia Yang Jie Tang 47 225 0 14 May 2019
Comprehensible Context-driven Text Game Playing Xusen Yin Jonathan May 25 33 0 06 May 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 76 1,307 0 26 Feb 2019
NAIL: A General Interactive Fiction Agent Matthew J. Hausknecht Ricky Loynd Greg Yang Adith Swaminathan Jason D. Williams 23 39 0 12 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 32 104 0 01 Feb 2019
Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning Prithviraj Ammanabrolu Mark O. Riedl GNN 40 122 0 04 Dec 2018
Commonsense for Generative Multi-Hop Question Answering Tasks Lisa Bauer Yicheng Wang Joey Tianyi Zhou RALM ReLM LRM KELM 23 179 0 17 Sep 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 60 189 0 06 Sep 2018
The Text-Based Adventure AI Competition Timothy Atkinson Hendrik Baier Tara Copplestone Sam Devlin J. Swan 9 23 0 03 Aug 2018
TextWorld: A Learning Environment for Text-based Games Marc-Alexandre Côté Ákos Kádár Xingdi Yuan Ben A. Kybartas Tavian Barnes ... Matthew J. Hausknecht Layla El Asri Mahmoud Adada Wendy Tay Adam Trischler LLMAG 20 365 0 29 Jun 2018
Counting to Explore and Generalize in Text-based Games Xingdi Yuan Marc-Alexandre Côté Alessandro Sordoni Romain Laroche Rémi Tachet des Combes Matthew J. Hausknecht Adam Trischler LLMAG 29 70 0 29 Jun 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 61 871 0 21 May 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 87 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 69 574 0 08 Mar 2018
A Survey Of Methods For Explaining Black Box Models Riccardo Guidotti A. Monreale Salvatore Ruggieri Franco Turini D. Pedreschi F. Giannotti XAI 69 3,922 0 06 Feb 2018
DKN: Deep Knowledge-Aware Network for News Recommendation Hongwei Wang Fuzheng Zhang Xing Xie Minyi Guo 49 1,038 0 25 Jan 2018
Visualizing and Understanding Atari Agents S. Greydanus Anurag Koul Jonathan Dodge Alan Fern FAtt 77 345 0 31 Oct 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 248 19,902 0 30 Oct 2017
Variational Reasoning for Question Answering with Knowledge Graph Yuyu Zhang H. Dai Zornitsa Kozareva Alex Smola Le Song 61 472 0 12 Sep 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 278 129,831 0 12 Jun 2017
Text-based Adventures of the Golovin AI Agent Bartosz Kostka Jaroslaw Kwiecieli Jakub Kowalski Paweł Rychlikowski AI4CE 19 31 0 16 May 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 84 575 0 18 Apr 2017
What can you do with a rock? Affordance extraction via word embeddings Nancy Fulda D. Ricks Ben Murdoch David Wingate 22 83 0 09 Mar 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 103 2,874 0 12 Dec 2016
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua 41 1,654 0 17 Nov 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 76 1,604 0 31 May 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 148 8,805 0 04 Feb 2016
Deep Reinforcement Learning with a Natural Language Action Space Ji He Jianshu Chen Xiaodong He Jianfeng Gao Lihong Li Li Deng Mari Ostendorf 61 245 0 14 Nov 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 76 1,875 0 07 Nov 2015
Language Understanding for Text-based Games Using Deep Reinforcement Learning Karthik Narasimhan Tejas D. Kulkarni Regina Barzilay OffRL 56 361 0 30 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 120 5,421 0 03 May 2015
Playing Atari with Deep Reinforcement Learning Volodymyr Mnih Koray Kavukcuoglu David Silver Alex Graves Ioannis Antonoglou Daan Wierstra Martin Riedmiller 59 12,163 0 19 Dec 2013
From Machine Learning to Machine Reasoning Léon Bottou LRM ReLM NAI 53 284 0 09 Feb 2011