Keep CALM and Explore: Language Models for Action Generation in Text-based Games

6 October 2020

Shunyu Yao

Rohan Rao

Matthew J. Hausknecht

Papers citing "Keep CALM and Explore: Language Models for Action Generation in Text-based Games"

35 / 35 papers shown

Title
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 52 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
Building LLM Agents by Incorporating Insights from Computer Systems Yapeng Mi Zhi Gao Xiaojian Ma Qing Li LLMAG 44 0 0 06 Apr 2025
A Generalist Hanabi Agent Arjun Vaithilingam Sudhakar Hadi Nekoei Mathieu Reymond Miao Liu Janarthanan Rajendran Sarath Chandar 162 0 0 17 Mar 2025
A Roadmap to Guide the Integration of LLMs in Hierarchical Planning Israel Puerta-Merino Carlos Núnez-Molina Pablo Mesejo Juan Fernández-Olivares 61 2 0 14 Jan 2025
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 95 6 0 03 Oct 2024
A Text-to-Game Engine for UGC-Based Role-Playing Games Lei Zhang Xuezheng Peng Shuyi Yang Feiyang Wang 37 1 0 11 Jul 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Mikhail Burtsev Evgeny Burnaev Evgeny Burnaev LLMAG RALM KELM 49 7 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 71 51 0 02 Apr 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 35 132 0 05 Feb 2024
Sequential Planning in Large Partially Observable Environments guided by LLMs S. Paul LLMAG 26 0 0 12 Dec 2023
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization Bodhisattwa Prasad Majumder Bhavana Dalvi Peter Alexander Jansen Oyvind Tafjord Niket Tandon Li Zhang Chris Callison-Burch Peter Clark LRM LLMAG CLL 21 37 0 16 Oct 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 54 153 0 05 Sep 2023
Dialogue Shaping: Empowering Agents through NPC Interaction Wei Zhou Xiangyu Peng Mark O. Riedl LLMAG 35 8 0 28 Jul 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
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 25 4 0 14 Apr 2023
Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark Alexander Pan Chan Jun Shern Andy Zou Nathaniel Li Steven Basart Thomas Woodside Jonathan Ng Hanlin Zhang Scott Emmons Dan Hendrycks 26 126 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 38 8 0 09 Mar 2023
Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du Olivia Watkins Zihan Wang Cédric Colas Trevor Darrell Pieter Abbeel Abhishek Gupta Jacob Andreas LM&Ro 21 174 0 13 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 31 1 0 10 Feb 2023
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning S. Takagi OffRL 18 7 0 17 Nov 2022
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 30 0 0 18 Oct 2022
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence Chris Callison-Burch Gaurav Singh Tomar Lara J. Martin Daphne Ippolito Suma Bailis David Reitter 24 46 0 13 Oct 2022
An Analysis of Deep Reinforcement Learning Agents for Text-based Games Chen Chen Yue Dai Josiah Poon Caren Han LLMAG 19 2 0 09 Sep 2022
TextWorldExpress: Simulating Text Games at One Million Steps Per Second Peter Alexander Jansen Marc-Alexandre Côté VLM LRM 29 6 0 01 Aug 2022
Aligning to Social Norms and Values in Interactive Narratives Prithviraj Ammanabrolu Liwei Jiang Maarten Sap Hannaneh Hajishirzi Yejin Choi AI4CE 28 46 0 04 May 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 36 246 0 03 Feb 2022
What Would Jiminy Cricket Do? Towards Agents That Behave Morally Dan Hendrycks Mantas Mazeika Andy Zou Sahil Patel Christine Zhu Jesus Navarro D. Song Bo-wen Li Jacob Steinhardt 16 58 0 25 Oct 2021
Actionable Entities Recognition Benchmark for Interactive Fiction Alexey Tikhonov Ivan P. Yamshchikov 37 1 0 28 Sep 2021
Generalization in Text-based Games via Hierarchical Reinforcement Learning Yunqiu Xu Meng Fang Ling Chen Yali Du Chengqi Zhang AI4CE 40 20 0 21 Sep 2021
A Survey of Text Games for Reinforcement Learning informed by Natural Language P. Osborne Heido Nomm André Freitas AI4CE 32 24 0 20 Sep 2021
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 30 39 0 14 Sep 2021
Pre-trained Language Models as Prior Knowledge for Playing Text-based Games Ishika Singh Gargi Singh Ashutosh Modi OffRL AI4CE 19 29 0 18 Jul 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 18 21 0 08 Jul 2021
Learning Knowledge Graph-based World Models of Textual Environments Prithviraj Ammanabrolu Mark O. Riedl 3DV 26 31 0 17 Jun 2021