TravelPlanner: A Benchmark for Real-World Planning with Language Agents

2 February 2024

Yanghua Xiao

Papers citing "TravelPlanner: A Benchmark for Real-World Planning with Language Agents"

50 / 103 papers shown

Title
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface Wenyue Hua Mengting Wan Shashank Vadrevu Ryan Nadel Yongfeng Zhang Chi Wang LLMAG 24 1 0 30 Sep 2024
LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench Karthik Valmeekam Kaya Stechly Subbarao Kambhampati LLMAG LRM ELM 41 38 0 20 Sep 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 26 7 0 19 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 108 79 0 18 Sep 2024
Causal Language Modeling Can Elicit Search and Reasoning Capabilities on Logic Puzzles Kulin Shah Nishanth Dikkala Xin Wang Rina Panigrahy ELM ReLM LRM 21 9 0 16 Sep 2024
TravelAgent: An AI Assistant for Personalized Travel Planning Aili Chen Xuyang Ge Ziquan Fu Yanghua Xiao Jiangjie Chen LLMAG 24 8 0 12 Sep 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 39 4 0 03 Sep 2024
HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model Mengkang Hu Tianxing Chen Qiguang Chen Yao Mu Wenqi Shao Ping Luo LM&Ro LLMAG RALM 21 3 0 18 Aug 2024
CogLM: Tracking Cognitive Development of Large Language Models Xinglin Wang Peiwen Yuan Shaoxiong Feng Yiwei Li Boyuan Pan Heda Wang Yao Hu Kan Li ELM 51 0 0 17 Aug 2024
Problem Solving Through Human-AI Preference-Based Cooperation Subhabrata Dutta Timo Kaufmann Goran Glavas Ivan Habernal Kristian Kersting Frauke Kreuter Mira Mezini Iryna Gurevych Eyke Hüllermeier Hinrich Schuetze 82 1 0 14 Aug 2024
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems Andrew Zhu Liam Dugan Chris Callison-Burch VLM 32 1 0 05 Aug 2024
AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation Mengkang Hu Yixiao Wang Can Xu Lingfeng Sun Chensheng Peng T. Hannagan Nicola Poerio Saravan Rajmohan LM&Ro LLMAG 60 14 0 01 Aug 2024
Smart Language Agents in Real-World Planning Annabelle Miin Timothy Wei LLMAG 21 0 0 29 Jul 2024
Neurosymbolic AI for Enhancing Instructability in Generative AI Amit P. Sheth Vishal Pallagani Kaushik Roy LLMAG 21 2 0 26 Jul 2024
What Affects the Stability of Tool Learning? An Empirical Study on the Robustness of Tool Learning Frameworks Chengrui Huang Zhengliang Shi Yuntao Wen Xiuying Chen Peng Han Shen Gao Shuo Shang 26 1 0 03 Jul 2024
VSP: Assessing the dual challenges of perception and reasoning in spatial planning tasks for VLMs Qiucheng Wu Handong Zhao Michael Stephen Saxon T. Bui William Yang Wang Yang Zhang Shiyu Chang CoGe 36 4 0 02 Jul 2024
AutoFlow: Automated Workflow Generation for Large Language Model Agents Zelong Li Shuyuan Xu Kai Mei Wenyue Hua Balaji Rama Om Raheja Hao Wang He Zhu Yongfeng Zhang AIFin AI4CE LLMAG 22 12 0 01 Jul 2024
AI Agents That Matter Sayash Kapoor Benedikt Stroebl Zachary S. Siegel Nitya Nadgir Arvind Narayanan 38 32 0 01 Jul 2024
Simulating Financial Market via Large Language Model based Agents Shen Gao Yuntao Wen Minghang Zhu Jianing Wei Yuhan Cheng Qunzi Zhang Shuo Shang AIFin 29 11 0 28 Jun 2024
Octo-planner: On-device Language Model for Planner-Action Agents Wei Chen Zhiyuan Li Zhen Guo Yikang Shen LM&Ro LLMAG 21 4 0 26 Jun 2024
Cognitive Map for Language Models: Optimal Planning via Verbally Representing the World Model Doyoung Kim Jongwon Lee Jinho Park Minjoon Seo LM&Ro 27 0 0 21 Jun 2024
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents Ruixuan Xiao Wentao Ma Ke Wang Yuchuan Wu Junbo Zhao Haobo Wang Fei Huang Yongbin Li 32 8 0 21 Jun 2024
Q*: Improving Multi-step Reasoning for LLMs with Deliberative Planning Chaojie Wang Yanchen Deng Zhiyi Lyu Liang Zeng Jujie He Shuicheng Yan Bo An LRM ReLM 37 48 0 20 Jun 2024
EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms Siyu Yuan Kaitao Song Jiangjie Chen Xu Tan Dongsheng Li Deqing Yang LLMAG 48 13 0 20 Jun 2024
Exploring and Benchmarking the Planning Capabilities of Large Language Models Bernd Bohnet Azade Nova Aaron T Parisi Kevin Swersky Katayoon Goshvadi Hanjun Dai Dale Schuurmans Noah Fiedel Hanie Sedghi 28 8 0 18 Jun 2024
Ask-before-Plan: Proactive Language Agents for Real-World Planning Xuan Zhang Yang Deng Zifeng Ren See-Kiong Ng Tat-Seng Chua LLMAG LM&Ro 16 13 0 18 Jun 2024
TRIP-PAL: Travel Planning with Guarantees by Combining Large Language Models and Automated Planners T. D. L. Rosa Sriram Gopalakrishnan Alberto Pozanco Zhen Zeng Daniel Borrajo LLMAG 33 5 0 14 Jun 2024
SelfGoal: Your Language Agents Already Know How to Achieve High-level Goals Ruihan Yang Jiangjie Chen Yikai Zhang Siyu Yuan Aili Chen Kyle Richardson Yanghua Xiao Deqing Yang AI4CE LM&Ro 41 8 0 07 Jun 2024
NATURAL PLAN: Benchmarking LLMs on Natural Language Planning Huaixiu Steven Zheng Swaroop Mishra Hugh Zhang Xinyun Chen Minmin Chen ... Le Hou Heng-Tze Cheng Quoc V. Le Ed H. Chi Denny Zhou 37 42 0 06 Jun 2024
Robust Planning with LLM-Modulo Framework: Case Study in Travel Planning Atharva Gundawar Mudit Verma L. Guan Karthik Valmeekam Siddhant Bhambri Subbarao Kambhampati 53 17 0 31 May 2024
Adaptive In-conversation Team Building for Language Model Agents Linxin Song Jiale Liu Jieyu Zhang Shaokun Zhang Ao Luo Shijian Wang Qingyun Wu Chi Wang LLMAG 52 9 0 29 May 2024
A Human-Like Reasoning Framework for Multi-Phases Planning Task with Large Language Models Chengxing Xie Difan Zou LRM LLMAG 27 4 0 28 May 2024
LLM+Reasoning+Planning for Supporting Incomplete User Queries in Presence of APIs Sudhir Agarwal A. Sreepathy David H. Alonso Prarit Lamba LRM 42 1 0 21 May 2024
Beyond Relevance: Evaluate and Improve Retrievers on Perspective Awareness Xinran Zhao Tong Chen Sihao Chen Hongming Zhang Tongshuang Wu 21 7 0 04 May 2024
From Persona to Personalization: A Survey on Role-Playing Language Agents Jiangjie Chen Xintao Wang Rui Xu Siyu Yuan Yikai Zhang ... Caiyu Hu Siye Wu Scott Ren Ziquan Fu Yanghua Xiao 50 72 0 28 Apr 2024
MMInA: Benchmarking Multihop Multimodal Internet Agents Ziniu Zhang Shulin Tian Liangyu Chen Ziwei Liu LLMAG LM&Ro 27 13 0 15 Apr 2024
SurveyAgent: A Conversational System for Personalized and Efficient Research Survey Xintao Wang Jiangjie Chen Nianqi Li Lida Chen Xinfeng Yuan Wei Shi Xuyang Ge Rui Xu Yanghua Xiao 27 3 0 09 Apr 2024
The Case for Developing a Foundation Model for Planning-like Tasks from Scratch Biplav Srivastava Vishal Pallagani LRM 24 2 0 06 Apr 2024
Conceptual and Unbiased Reasoning in Language Models Ben Zhou Hongming Zhang Sihao Chen Dian Yu Hongwei Wang Baolin Peng Dan Roth Dong Yu ReLM LRM ELM 18 4 0 30 Mar 2024
AIOS: LLM Agent Operating System Kai Mei Zelong Li Wujiang Xu Wenyue Hua Mingyu Jin Yongfeng Zhang Shuyuan Xu Ruosong Ye Yingqiang Ge Yongfeng Zhang LLMAG 26 17 0 25 Mar 2024
Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond Wei Chen Yuxuan Liang Yuanshao Zhu Yanchuan Chang Kang Luo ... Chao Chen Kai Zheng Yunjun Gao Xiaofang Zhou Yu Zheng 58 20 0 21 Mar 2024
Large Multimodal Agents: A Survey Junlin Xie Zhihong Chen Ruifei Zhang Xiang Wan Guanbin Li LM&Ro LLMAG 37 4 0 23 Feb 2024
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents Zelong Li Wenyue Hua Hao Wang He Zhu Yongfeng Zhang LLMAG 63 18 0 01 Feb 2024
Towards Urban General Intelligence: A Review and Outlook of Urban Foundation Models Weijiao Zhang Jindong Han Zhao Xu Hang Ni Hao Liu Hui Xiong Hui Xiong AI4CE 77 14 0 30 Jan 2024
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning Shuofei Qiao Ningyu Zhang Runnan Fang Yujie Luo Wangchunshu Zhou Yuchen Eleanor Jiang Chengfei Lv Huajun Chen LLMAG 25 32 0 10 Jan 2024
Agent Lumos: Unified and Modular Training for Open-Source Language Agents Da Yin Faeze Brahman Abhilasha Ravichander Khyathi Raghavi Chandu Kai-Wei Chang Yejin Choi Bill Yuchen Lin LLMAG 35 36 0 09 Nov 2023
Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena Jiangjie Chen Siyu Yuan Rong Ye Bodhisattwa Prasad Majumder Kyle Richardson LLMAG ELM 25 54 0 09 Oct 2023
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading Howard Chen Ramakanth Pasunuru Jason Weston Asli Celikyilmaz RALM 68 72 0 08 Oct 2023
RecurrentGPT: Interactive Generation of (Arbitrarily) Long Text Wangchunshu Zhou Yuchen Eleanor Jiang Peng Cui Tiannan Wang Zhenxin Xiao Yifan Hou Ryan Cotterell Mrinmaya Sachan RALM LLMAG 82 58 0 22 May 2023
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,701 0 07 Apr 2023