Reading and Acting while Blindfolded: The Need for Semantics in Text
Game Agents

v1v2 (latest)

Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents

25 March 2021

Karthik Narasimhan

Matthew J. Hausknecht

ArXiv (abs)PDF HTML

Papers citing "Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents"

19 / 19 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
On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning Mauricio G. Gruppi Soham Dan K. Murugesan Subhajit Chaudhury LLMAG 32 0 0 15 Apr 2024
LARP: Language-Agent Role Play for Open-World Games Ming Yan Ruihao Li Hao Zhang Hao Wang Zhilan Yang Ji Yan LLMAG LM&Ro AI4CE 86 17 0 24 Dec 2023
Language Model-In-The-Loop: Data Optimal Approach to Learn-To-Recommend Actions in Text Games Arjun Vaithilingam Sudhakar Prasanna Parthasarathi Janarthanan Rajendran Sarath Chandar 70 3 0 13 Nov 2023
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
Learning to Play Text-based Adventure Games with Maximum Entropy Reinforcement Learning Weichen Li R. Devidze Sophie Fellenz 113 3 0 21 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
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
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
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 132 129 0 14 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
Multi-Stage Episodic Control for Strategic Exploration in Text Games Jens Tuyls Shunyu Yao Sham Kakade Karthik Narasimhan 89 26 0 04 Jan 2022
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 68 0 0 13 Oct 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