Exploring and Benchmarking the Planning Capabilities of Large Language
Models

Exploring and Benchmarking the Planning Capabilities of Large Language Models

18 June 2024

Katayoon Goshvadi

Hanjun Dai

Dale Schuurmans

Papers citing "Exploring and Benchmarking the Planning Capabilities of Large Language Models"

7 / 7 papers shown

Title
Teaching Large Language Models to Reason through Learning and Forgetting Tianwei Ni Allen Nie Sapana Chaudhary Yao Liu Huzefa Rangwala Rasool Fakoor ReLM CLL LRM 142 0 0 15 Apr 2025
LLMs as Planning Modelers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models Marcus Tantakoun Xiaodan Zhu Christian Muise 36 2 0 22 Mar 2025
BIG-Bench Extra Hard Mehran Kazemi Bahare Fatemi Hritik Bansal John Palowitch Chrysovalantis Anastasiou ... Kate Olszewska Yi Tay Vinh Q. Tran Quoc V. Le Orhan Firat ELM LRM 122 5 0 26 Feb 2025
PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving Mihir Parmar Xin Liu Palash Goyal Yanfei Chen L. Le ... Hootan Nakhost Chitta Baral Chen-Yu Lee Tomas Pfister Hamid Palangi 44 1 0 22 Feb 2025
Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning Song Jiang Da JU Andrew Cohen Sasha Mitts Aaron Foss Justine T Kao Xian Li Yuandong Tian 67 2 0 21 Nov 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 92 108 0 02 Feb 2024
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 624 0 22 Sep 2022