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Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
25 March 2021
Shunyu Yao
Karthik Narasimhan
Matthew J. Hausknecht
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Papers citing
"Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents"
19 / 19 papers shown
Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Jinming Zhang
Yunfei Long
LLMAG
213
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
154
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
414
26
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
252
4
0
13 Nov 2023
Learn What Is Possible, Then Choose What Is Best: Disentangling One-To-Many Relations in Language Through Text-based Games
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Benjamin Towle
Ke Zhou
SyDa
225
4
0
14 Apr 2023
Learning to Play Text-based Adventure Games with Maximum Entropy Reinforcement Learning
Weichen Li
R. Devidze
Sophie Fellenz
428
5
0
21 Feb 2023
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Mo Yu
Yi Gu
Xiaoxiao Guo
Yufei Feng
Xiao-Dan Zhu
Michael A. Greenspan
Murray Campbell
Chuang Gan
LRM
254
0
0
18 Oct 2022
Revisiting the Roles of "Text" in Text Games
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yi Gu
Shunyu Yao
Chuang Gan
J. Tenenbaum
Mo Yu
142
4
0
15 Oct 2022
Behavior Cloned Transformers are Neurosymbolic Reasoners
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Ruoyao Wang
Peter Alexander Jansen
Marc-Alexandre Côté
Prithviraj Ammanabrolu
307
14
0
13 Oct 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games
Chen Chen
Yue Dai
Josiah Poon
Caren Han
LLMAG
285
2
0
09 Sep 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Peter Alexander Jansen
Marc-Alexandre Côté
VLM
LRM
407
10
0
01 Aug 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
Neural Information Processing Systems (NeurIPS), 2022
Shunyu Yao
Howard Chen
John Yang
Karthik Narasimhan
LLMAG
LM&Ro
949
900
0
04 Jul 2022
TVShowGuess: Character Comprehension in Stories as Speaker Guessing
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Yisi Sang
Xiangyang Mou
Mo Yu
Shunyu Yao
Jing Li
Jeffrey Stanton
264
20
0
16 Apr 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ruoyao Wang
Peter Alexander Jansen
Marc-Alexandre Côté
Prithviraj Ammanabrolu
LLMAG
ReLM
LRM
488
199
0
14 Mar 2022
Pre-Trained Language Models for Interactive Decision-Making
Neural Information Processing Systems (NeurIPS), 2022
Shuang Li
Xavier Puig
Chris Paxton
Yilun Du
Clinton Jia Wang
...
Anima Anandkumar
Jacob Andreas
Igor Mordatch
Antonio Torralba
Yuke Zhu
LM&Ro
497
320
0
03 Feb 2022
Multi-Stage Episodic Control for Strategic Exploration in Text Games
International Conference on Learning Representations (ICLR), 2022
Jens Tuyls
Shunyu Yao
Sham Kakade
Karthik Narasimhan
429
30
0
04 Jan 2022
Feudal Reinforcement Learning by Reading Manuals
Kai Wang
Zhonghao Wang
Mo Yu
Humphrey Shi
OffRL
218
0
0
13 Oct 2021
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games
Adaptive Agents and Multi-Agent Systems (AAMAS), 2021
Ishika Singh
Gargi Singh
Ashutosh Modi
OffRL
AI4CE
354
31
0
18 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments
Peter Alexander Jansen
LM&Ro
199
25
0
08 Jul 2021
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