Understanding the Capabilities of Large Language Models for Automated Planning

25 May 2023

Papers citing "Understanding the Capabilities of Large Language Models for Automated Planning"

29 / 29 papers shown

Title
Flow State: Humans Enabling AI Systems to Program Themselves Helena Zhang Jakobi Haskell Yosef Frost 36 1 0 03 Apr 2025
LLMs as Planning Modelers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models Marcus Tantakoun Xiaodan Zhu Christian Muise 46 3 0 22 Mar 2025
TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning Soumyabrata Chaudhuri Pranav Purkar Ritwik Raghav Shubhojit Mallick Manish Gupta Abhik Jana Shreya Ghosh AI4TS 31 2 0 27 Feb 2025
Guided Stream of Search: Learning to Better Search with Language Models via Optimal Path Guidance Seungyong Moon Bumsoo Park Hyun Oh Song RALM AIFin 29 1 0 03 Oct 2024
LASP: Surveying the State-of-the-Art in Large Language Model-Assisted AI Planning Haoming Li Zhaoliang Chen Jonathan Zhang Fei Liu LM&Ro LLMAG LRM 52 6 0 03 Sep 2024
Neurosymbolic AI for Enhancing Instructability in Generative AI Amit P. Sheth Vishal Pallagani Kaushik Roy LLMAG 31 2 0 26 Jul 2024
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning Mohamed Aghzal Erion Plaku Ziyu Yao ELM 36 6 0 17 Jun 2024
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning Wenjun Li Changyu Chen Pradeep Varakantham 54 2 0 15 Jun 2024
Open-Endedness is Essential for Artificial Superhuman Intelligence Edward Hughes Michael Dennis Jack Parker-Holder Feryal M. P. Behbahani Aditi Mavalankar Yuge Shi Tom Schaul Tim Rocktaschel LRM 45 22 0 06 Jun 2024
Tool-Planner: Task Planning with Clusters across Multiple Tools Yanming Liu Xinyue Peng Jiannan Cao Jiannan Cao Xuhong Zhang Sheng Cheng Xun Wang Xun Wang Jianwei Yin Tianyu Du LLMAG 39 3 0 06 Jun 2024
Towards Learning Foundation Models for Heuristic Functions to Solve Pathfinding Problems Vedant Khandelwal Amit Sheth Forest Agostinelli 49 2 0 01 Jun 2024
Binary Hypothesis Testing for Softmax Models and Leverage Score Models Yeqi Gao Yuzhou Gu Zhao Song 40 0 0 09 May 2024
Stream of Search (SoS): Learning to Search in Language Kanishk Gandhi Denise Lee Gabriel Grand Muxin Liu Winson Cheng Archit Sharma Noah D. Goodman RALM AIFin LRM 52 47 0 01 Apr 2024
Will GPT-4 Run DOOM? Adrian de Wynter LM&Ro MLLM 49 5 0 08 Mar 2024
PARADISE: Evaluating Implicit Planning Skills of Language Models with Procedural Warnings and Tips Dataset Arda Uzunouglu Abdalfatah Rashid Safa Gözde Gül Sahin LRM 30 2 0 05 Mar 2024
How Can LLM Guide RL? A Value-Based Approach Shenao Zhang Sirui Zheng Shuqi Ke Zhihan Liu Wanxin Jin Jianbo Yuan Yingxiang Yang Hongxia Yang Zhaoran Wang 35 8 0 25 Feb 2024
LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks Subbarao Kambhampati Karthik Valmeekam L. Guan Mudit Verma Kaya Stechly Siddhant Bhambri Lucas Saldyt Anil Murthy LRM 92 112 0 02 Feb 2024
Plan-Grounded Large Language Models for Dual Goal Conversational Settings Diogo Glória-Silva Rafael Ferreira Diogo Tavares David Semedo João Magalhães LLMAG 47 4 0 01 Feb 2024
On the Prospects of Incorporating Large Language Models (LLMs) in Automated Planning and Scheduling (APS) Vishal Pallagani Kaushik Roy Bharath Muppasani F. Fabiano Andrea Loreggia K. Murugesan Biplav Srivastava F. Rossi L. Horesh Amit P. Sheth 33 42 0 04 Jan 2024
In-Context Learning Dynamics with Random Binary Sequences Eric J. Bigelow Ekdeep Singh Lubana Robert P. Dick Hidenori Tanaka T. Ullman 34 4 0 26 Oct 2023
Tree-Planner: Efficient Close-loop Task Planning with Large Language Models Mengkang Hu Yao Mu Xinmiao Yu Mingyu Ding Shiguang Wu Wenqi Shao Qiguang Chen Bin Wang Yu Qiao Ping Luo LLMAG 55 34 0 12 Oct 2023
A Fast Optimization View: Reformulating Single Layer Attention in LLM Based on Tensor and SVM Trick, and Solving It in Matrix Multiplication Time Yeqi Gao Zhao Song Weixin Wang Junze Yin 29 26 0 14 Sep 2023
Through the Lens of Core Competency: Survey on Evaluation of Large Language Models Ziyu Zhuang Qiguang Chen Longxuan Ma Mingda Li Yi Han Yushan Qian Haopeng Bai Zixian Feng Weinan Zhang Ting Liu ELM 31 9 0 15 Aug 2023
The Hitchhiker's Guide to Program Analysis: A Journey with Large Language Models Haonan Li Yu Hao Yizhuo Zhai Zhiyun Qian LLMAG 41 25 0 01 Aug 2023
A Survey on Evaluation of Large Language Models Yu-Chu Chang Xu Wang Jindong Wang Yuanyi Wu Linyi Yang ... Yue Zhang Yi-Ju Chang Philip S. Yu Qian Yang Xingxu Xie ELM LM&MA ALM 85 1,538 0 06 Jul 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 34 388 0 22 Apr 2023
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay Dieter Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 123 627 0 22 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 411 12,150 0 04 Mar 2022
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq Joty Guosheng Lin 252 1,512 0 02 Sep 2021