Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning

24 May 2023

Papers citing "Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning"

9 / 59 papers shown

Title
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 832 29,341 0 26 Feb 2021
Can Transformers Reason About Effects of Actions? Pratyay Banerjee Chitta Baral Man Luo Arindam Mitra Kuntal Kumar Pal Tran Cao Son Neeraj Varshney LRM AI4CE 44 10 0 17 Dec 2020
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 83 431 0 08 Oct 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 716 41,894 0 28 May 2020
Learning First-Order Symbolic Representations for Planning from the Structure of the State Space Blai Bonet Hector Geffner NAI 36 53 0 12 Sep 2019
VirtualHome: Simulating Household Activities via Programs Xavier Puig K. Ra Marko Boben Jiaman Li Tingwu Wang Sanja Fidler Antonio Torralba LM&Ro 88 490 0 19 Jun 2018
Discovering Underlying Plans Based on Shallow Models Hankui Zhuo Yantian Zha S. Kambhampati 37 22 0 04 Mar 2018
The Fast Downward Planning System M. Helmert 75 1,902 0 27 Sep 2011
The FF Planning System: Fast Plan Generation Through Heuristic Search Jörg Hoffmann Bernhard Nebel 79 2,354 0 03 Jun 2011