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Counting to Explore and Generalize in Text-based Games

29 June 2018

Rémi Tachet des Combes

Matthew J. Hausknecht

Adam Trischler

LLMAG

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Papers citing "Counting to Explore and Generalize in Text-based Games"

32 / 32 papers shown

Title
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 153 2 0 19 Apr 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 481 0 0 17 Mar 2025
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 226 57 0 02 Apr 2024
Learning to Follow Instructions in Text-Based Games Mathieu Tuli Andrew C. Li Pashootan Vaezipoor Toryn Q. Klassen Scott Sanner Sheila A. McIlraith 76 13 0 08 Nov 2022
Behavior Cloned Transformers are Neurosymbolic Reasoners Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu 94 12 0 13 Oct 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 36 2 0 09 Sep 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 88 6 0 01 Aug 2022
One-Shot Learning from a Demonstration with Hierarchical Latent Language Nathaniel Weir Xingdi Yuan Marc-Alexandre Côté Matthew J. Hausknecht Romain Laroche Ida Momennejad H. V. Seijen Benjamin Van Durme BDL 84 8 0 09 Mar 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 117 264 0 03 Feb 2022
Learning Invariable Semantical Representation from Language for Extensible Policy Generalization Yihan Li Jinsheng Ren Tianrun Xu Tianren Zhang Haichuan Gao Feng Chen 47 1 0 26 Jan 2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls Shunyu Yao Sham Kakade Karthik Narasimhan 87 26 0 04 Jan 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 97 37 0 21 Oct 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 101 24 0 20 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 88 3 0 31 Aug 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
Towards Socially Intelligent Agents with Mental State Transition and Human Utility Liang Qiu Yizhou Zhao Yuan Liang Pan Lu Weiyan Shi Zhou Yu Song-Chun Zhu LLMAG 91 15 0 12 Mar 2021
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games Yunqiu Xu Meng Fang Ling-Hao Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 82 44 0 22 Oct 2020
ALFWorld: Aligning Text and Embodied Environments for Interactive Learning Mohit Shridhar Xingdi Yuan Marc-Alexandre Côté Yonatan Bisk Adam Trischler Matthew J. Hausknecht LM&Ro LLMAG 130 450 0 08 Oct 2020
Learning to Generalize for Sequential Decision Making Xusen Yin R. Weischedel Jonathan May OffRL LRM 64 7 0 05 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 118 44 0 01 Oct 2020
An Overview of Natural Language State Representation for Reinforcement Learning Brielen Madureira David Schlangen OffRL 78 9 0 19 Jul 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 75 50 0 12 Jun 2020
Learning Dynamic Belief Graphs to Generalize on Text-Based Games Ashutosh Adhikari Xingdi Yuan Marc-Alexandre Côté M. Zelinka Marc-Antoine Rondeau Romain Laroche Pascal Poupart Jian Tang Adam Trischler William L. Hamilton AI4CE 91 81 0 21 Feb 2020
Exploration Based Language Learning for Text-Based Games Andrea Madotto Mahdi Namazifar Joost Huizinga Piero Molino Adrien Ecoffet H. Zheng Alexandros Papangelis Dian Yu Chandra Khatri Gokhan Tur LLMAG 166 31 0 24 Jan 2020
Interactive Fiction Games: A Colossal Adventure Matthew J. Hausknecht Prithviraj Ammanabrolu Marc-Alexandre Côté Xingdi Yuan LLMAG LM&Ro AI4CE 82 197 0 11 Sep 2019
LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games Leonard Adolphs Thomas Hofmann 68 47 0 04 Sep 2019
Interactive Language Learning by Question Answering Xingdi Yuan Marc-Alexandre Côté Jie Fu Zhouhan Lin C. Pal Yoshua Bengio Adam Trischler 83 47 0 28 Aug 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 104 282 0 10 Jun 2019
Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces Chen Tessler Tom Zahavy Deborah Cohen D. Mankowitz Shie Mannor 90 18 0 23 May 2019
NAIL: A General Interactive Fiction Agent Matthew J. Hausknecht Ricky Loynd Greg Yang Adith Swaminathan Jason D. Williams 63 39 0 12 Feb 2019
Towards Solving Text-based Games by Producing Adaptive Action Spaces Ruo Yu Tao Marc-Alexandre Côté Xingdi Yuan Layla El Asri 51 14 0 03 Dec 2018
Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning Tom Zahavy Matan Haroush Nadav Merlis D. Mankowitz Shie Mannor 109 191 0 06 Sep 2018