Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning

5 October 2020

Chuang Gan

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Papers citing "Interactive Fiction Game Playing as Multi-Paragraph Reading Comprehension with Reinforcement Learning"

26 / 26 papers shown

Title
Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games Jinming Zhang Yunfei Long LLMAG 49 0 0 18 May 2025
Monte Carlo Planning with Large Language Model for Text-Based Game Agents Zijing Shi Meng Fang Ling Chen LLMAG LM&Ro 60 3 0 23 Apr 2025
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 128 10 0 05 Jul 2024
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
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games Benjamin Towle Ke Zhou SyDa 56 4 0 14 Apr 2023
Can Large Language Models Play Text Games Well? Current State-of-the-Art and Open Questions Chen Feng Tsai Xiaochen Zhou Sierra S. Liu Jing Li Mo Yu Hongyuan Mei LLMAG ELM AI4MH LM&MA 102 32 0 06 Apr 2023
Conceptual Reinforcement Learning for Language-Conditioned Tasks Shaohui Peng Xingui Hu Rui Zhang Jiaming Guo Qi Yi Rui Chen Zidong Du Ling Li Qi Guo Yunji Chen OffRL 88 9 0 09 Mar 2023
Learning to Play Text-based Adventure Games with Maximum Entropy Reinforcement Learning Weichen Li R. Devidze Sophie Fellenz 113 3 0 21 Feb 2023
Language Decision Transformers with Exponential Tilt for Interactive Text Environments Nicolas Angelard-Gontier Pau Rodríguez López I. Laradji David Vazquez C. Pal OffRL 73 1 0 10 Feb 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 63 0 0 18 Oct 2022
Revisiting the Roles of "Text" in Text Games Yi Gu Shunyu Yao Chuang Gan J. Tenenbaum Mo Yu 18 4 0 15 Oct 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
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 176 522 0 04 Jul 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing Yisi Sang Xiangyang Mou Mo Yu Shunyu Yao Jing Li Jeffrey Stanton 86 20 0 16 Apr 2022
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games Yunqiu Xu Meng Fang Ling Chen Yali Du Qiufeng Wang Chengqi Zhang OffRL 52 21 0 20 Mar 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
Case-based Reasoning for Better Generalization in Textual Reinforcement Learning Mattia Atzeni Shehzaad Dhuliawala K. Murugesan Mrinmaya Sachan OOD OffRL 76 12 0 16 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 68 0 0 13 Oct 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 82 21 0 21 Sep 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
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games Ishika Singh Gargi Singh Ashutosh Modi OffRL AI4CE 99 29 0 18 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 222 279 0 10 May 2021
Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents Shunyu Yao Karthik Narasimhan Matthew J. Hausknecht 61 28 0 25 Mar 2021
Deriving Commonsense Inference Tasks from Interactive Fictions Mo Yu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell ReLM LRM 68 2 0 19 Oct 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 126 289 0 24 Nov 2019