Can Language Models Serve as Text-Based World Simulators?

10 June 2024

Papers citing "Can Language Models Serve as Text-Based World Simulators?"

7 / 7 papers shown

Title
Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation Hyungjoo Chae Namyoung Kim Kai Tzu-iunn Ong Minju Gwak Gwanwoo Song Jihoon Kim Seon Gyeom Kim Dongha Lee Jinyoung Yeo LLMAG 53 18 0 17 Oct 2024
Reasoning with Language Model is Planning with World Model Shibo Hao Yi Gu Haodi Ma Joshua Jiahua Hong Zhen Wang D. Wang Zhiting Hu ReLM LRM LLMAG 96 551 0 24 May 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 697 13,788 0 15 Mar 2023
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 63 423 0 08 Oct 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 53 81 0 21 Feb 2020
Graph Constrained Reinforcement Learning for Natural Language Action Spaces Prithviraj Ammanabrolu Matthew J. Hausknecht AI4CE LLMAG 44 129 0 23 Jan 2020
Learning to Speak and Act in a Fantasy Text Adventure Game Jack Urbanek Angela Fan Siddharth Karamcheti Saachi Jain Samuel Humeau Emily Dinan Tim Rocktaschel Douwe Kiela Arthur Szlam Jason Weston LLMAG 63 206 0 07 Mar 2019