Language Understanding for Text-based Games Using Deep Reinforcement Learning

30 June 2015

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

42 / 42 papers shown

Title
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 47 0 0 19 Apr 2025
Persona Dynamics: Unveiling the Impact of Personality Traits on Agents in Text-Based Games Seungwon Lim Seungbeen Lee Dongjun Min Youngjae Yu AI4CE 49 0 0 09 Apr 2025
Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations Ziqiao Ma Zekun Wang Joyce Chai 50 2 0 22 May 2024
An Invitation to Deep Reinforcement Learning Bernhard Jaeger Andreas Geiger OffRL OOD 78 5 0 13 Dec 2023
Augmenting Autotelic Agents with Large Language Models Cédric Colas Laetitia Teodorescu Pierre-Yves Oudeyer Xingdi Yuan Marc-Alexandre Côté LLMAG LM&Ro 28 22 0 21 May 2023
Learning to Follow Instructions in Text-Based Games Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 28 13 0 08 Nov 2022
lilGym: Natural Language Visual Reasoning with Reinforcement Learning Anne Wu Kianté Brantley Noriyuki Kojima Yoav Artzi ReLM OffRL LRM 19 3 0 03 Nov 2022
Reinforcement Learning and Bandits for Speech and Language Processing: Tutorial, Review and Outlook Baihan Lin OffRL AI4TS 26 27 0 24 Oct 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 24 6 0 01 Aug 2022
Pre-Trained Language Models for Interactive Decision-Making Shuang Li Xavier Puig Chris Paxton Yilun Du Clinton Jia Wang ... Anima Anandkumar Jacob Andreas Igor Mordatch Antonio Torralba Yuke Zhu LM&Ro 34 246 0 03 Feb 2022
Neuro-Symbolic Reinforcement Learning with First-Order Logic Daiki Kimura Masaki Ono Subhajit Chaudhury Ryosuke Kohita Akifumi Wachi Don Joven Agravante Michiaki Tatsubori Asim Munawar Alexander G. Gray NAI 21 37 0 21 Oct 2021
Actionable Entities Recognition Benchmark for Interactive Fiction Alexey Tikhonov Ivan P. Yamshchikov 29 1 0 28 Sep 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 24 24 0 20 Sep 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 15 21 0 08 Jul 2021
Learning Knowledge Graph-based World Models of Textual Environments Prithviraj Ammanabrolu Mark O. Riedl 3DV 24 30 0 17 Jun 2021
Training Value-Aligned Reinforcement Learning Agents Using a Normative Prior Md Sultan al Nahian Spencer Frazier Brent Harrison Mark O. Riedl 19 17 0 19 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 100 27,632 0 26 Feb 2021
Inductive Bias and Language Expressivity in Emergent Communication Shangmin Guo Yi Ren A. Slowik K. Mathewson 23 8 0 04 Dec 2020
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Joey Tianyi Zhou Chengqi Zhang OffRL 23 44 0 22 Oct 2020
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines K. Murugesan Mattia Atzeni Pavan Kapanipathi Pushkar Shukla Sadhana Kumaravel Gerald Tesauro Kartik Talamadupula Mrinmaya Sachan Murray Campbell LM&Ro LLMAG OffRL 24 54 0 08 Oct 2020
Keep CALM and Explore: Language Models for Action Generation in Text-based Games Shunyu Yao Rohan Rao Matthew J. Hausknecht Karthik Narasimhan LLMAG LM&Ro 11 126 0 06 Oct 2020
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds Prithviraj Ammanabrolu Jack Urbanek Margaret Li Arthur Szlam Tim Rocktaschel Jason Weston LM&Ro 19 44 0 01 Oct 2020
How to Avoid Being Eaten by a Grue: Structured Exploration Strategies for Textual Worlds Prithviraj Ammanabrolu Ethan Tien Matthew J. Hausknecht Mark O. Riedl LLMAG 16 49 0 12 Jun 2020
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 16 189 0 11 Sep 2019
Towards Finding Longer Proofs Zsolt Zombori Adrián Csiszárik Henryk Michalewski C. Kaliszyk Josef Urban OffRL LRM 19 15 0 30 May 2019
Semi-supervised Deep Reinforcement Learning in Support of IoT and Smart City Services M. Mohammadi Ala I. Al-Fuqaha M. Guizani Jun-Seok Oh OffRL HAI 14 337 0 09 Oct 2018
Neural Approaches to Conversational AI Jianfeng Gao Michel Galley Lihong Li 34 668 0 21 Sep 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 37 126 0 22 Aug 2018
Deep Variational Reinforcement Learning for POMDPs Maximilian Igl L. Zintgraf T. Le Frank D. Wood Shimon Whiteson BDL OffRL 16 258 0 06 Jun 2018
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent Zhilin Yang Saizheng Zhang Jack Urbanek Will Feng Alexander H. Miller Arthur Szlam Douwe Kiela Jason Weston 28 25 0 21 Nov 2017
Grounded Language Learning in a Simulated 3D World Karl Moritz Hermann Felix Hill Simon Green Fumin Wang Ryan Faulkner ... Denis Teplyashin Marcus Wainwright C. Apps Demis Hassabis Phil Blunsom LM&Ro 11 305 0 20 Jun 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 14 247 0 28 Apr 2017
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 24 190 0 25 Apr 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data D. Mocanu M. T. Vega Eric Eaton Peter Stone A. Liotta OffRL 11 26 0 18 Oct 2016
Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning Tiancheng Zhao M. Eskénazi 18 264 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 22 92 0 01 Jun 2016
Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation Tejas D. Kulkarni Karthik Narasimhan A. Saeedi J. Tenenbaum 16 1,125 0 20 Apr 2016
Dialog-based Language Learning Jason Weston LLMAG 11 108 0 20 Apr 2016
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning Karthik Narasimhan Adam Yala Regina Barzilay OffRL 11 152 0 25 Mar 2016
Alignment-based compositional semantics for instruction following Jacob Andreas Dan Klein 14 102 0 26 Aug 2015
Deep Recurrent Q-Learning for Partially Observable MDPs Matthew J. Hausknecht Peter Stone 19 1,660 0 23 Jul 2015