ADaPT: As-Needed Decomposition and Planning with Language Models

8 November 2023

Archiki Prasad

Mohit Bansal

Papers citing "ADaPT: As-Needed Decomposition and Planning with Language Models"

50 / 56 papers shown

Title
RedTeamLLM: an Agentic AI framework for offensive security Brian Challita Pierre Parrend LLMAG 37 0 0 11 May 2025
Architectural Precedents for General Agents using Large Language Models R. Wray James R. Kirk John E. Laird LLMAG AI4TS AI4CE 14 0 0 11 May 2025
TALES: Text Adventure Learning Environment Suite Christopher Zhang Cui Xingdi Yuan Ziang Xiao Prithviraj Ammanabrolu Marc-Alexandre Côté LLMAG LRM 40 0 0 19 Apr 2025
Weak-for-Strong: Training Weak Meta-Agent to Harness Strong Executors Fan Nie Lan Feng Haotian Ye Weixin Liang Pan Lu Huaxiu Yao Alexandre Alahi James Zou 75 0 0 07 Apr 2025
Affordable AI Assistants with Knowledge Graph of Thoughts Maciej Besta Lorenzo Paleari Jia Hao Andrea Jiang Robert Gerstenberger You Wu ... Jón Gunnar Hannesson Grzegorz Kwa'sniewski Marcin Copik H. Niewiadomski Torsten Hoefler LLMAG RALM 58 0 0 03 Apr 2025
A Training-free LLM Framework with Interaction between Contextually Related Subtasks in Solving Complex Tasks Hongjia Liu Jinlong Li LRM 47 0 0 29 Mar 2025
The Art of Tool Interface Design Yunnan Wu Paul Chen Deshank Baranwal Jinlong Zhou Jian Yuan LLMAG LRM 60 0 0 26 Mar 2025
The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement Ruihan Yang Fanghua Ye Jian Li Siyu Yuan Yikai Zhang Zhaopeng Tu Xiaolong Li Deqing Yang LLMAG 60 2 0 20 Mar 2025
VeriLA: A Human-Centered Evaluation Framework for Interpretable Verification of LLM Agent Failures Yoo Yeon Sung H. Kim Dan Zhang 58 1 0 16 Mar 2025
Plan-and-Act: Improving Planning of Agents for Long-Horizon Tasks Lutfi Eren Erdogan Nicholas Lee Sehoon Kim Suhong Moon Hiroki Furuta Gopala Anumanchipalli K. K. Amir Gholami LLMAG LM&Ro AIFin 71 2 0 12 Mar 2025
Dynamic Path Navigation for Motion Agents with LLM Reasoning Yubo Zhao Qi Wu Yifan Wang Yu-Wing Tai Chi-Keung Tang LRM LLMAG 74 0 0 10 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps Zhixun Chen Ming Li Y. Huang Yali Du Meng Fang Tianyi Zhou 71 3 0 04 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 29 1 0 27 Feb 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities Hui Wei Zihao Zhang Shenghua He Tian Xia Shijia Pan Fei Liu 41 3 0 16 Feb 2025
AdaptBot: Combining LLM with Knowledge Graphs and Human Input for Generic-to-Specific Task Decomposition and Knowledge Refinement Shivam Singh Karthik Swaminathan Nabanita Dash Ramandeep Singh Snehasis Banerjee Mohan Sridharan Madhava Krishna LLMAG LM&Ro 98 0 0 04 Feb 2025
Plancraft: an evaluation dataset for planning with LLM agents Gautier Dagan Frank Keller A. Lascarides LLMAG 29 0 0 31 Dec 2024
The Future of Intelligent Healthcare: A Systematic Analysis and Discussion on the Integration and Impact of Robots Using Large Language Models for Healthcare Souren Pashangpour Goldie Nejat LM&MA 42 7 0 05 Nov 2024
AgentOccam: A Simple Yet Strong Baseline for LLM-Based Web Agents Ke Yang Yao Liu Sapana Chaudhary Rasool Fakoor Pratik Chaudhari George Karypis Huzefa Rangwala LLMAG LM&Ro 28 16 0 17 Oct 2024
SPINE: Online Semantic Planning for Missions with Incomplete Natural Language Specifications in Unstructured Environments Zachary Ravichandran Varun Murali Mariliza Tzes George J. Pappas Vijay Kumar LRM 51 6 0 03 Oct 2024
A Survey on Complex Tasks for Goal-Directed Interactive Agents Mareike Hartmann Alexander Koller LM&Ro LLMAG 32 0 0 27 Sep 2024
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration Yao Zhang Zijian Ma Yunpu Ma Zhen Han Yu Wu Volker Tresp LLMAG 38 22 0 28 Aug 2024
Can Large Language Models Reason? A Characterization via 3-SAT Rishi Hazra Gabriele Venturato Pedro Zuidberg Dos Martires Luc de Raedt ELM ReLM LRM 19 4 0 13 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
On the Design and Analysis of LLM-Based Algorithms Yanxi Chen Yaliang Li Bolin Ding Jingren Zhou 36 4 0 20 Jul 2024
Leveraging Large Language Model for Heterogeneous Ad Hoc Teamwork Collaboration Xinzhu Liu Peiyan Li Wenju Yang Di Guo Huaping Liu 26 6 0 18 Jun 2024
Look Further Ahead: Testing the Limits of GPT-4 in Path Planning Mohamed Aghzal E. Plaku Ziyu Yao ELM 22 0 0 17 Jun 2024
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners Bowen Jiang Yangxinyu Xie Zhuoqun Hao Xiaomeng Wang Tanwi Mallick Weijie J. Su Camillo J. Taylor Dan Roth LRM 37 28 0 16 Jun 2024
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents Peter Alexander Jansen Marc-Alexandre Côté Tushar Khot Erin Bransom Bhavana Dalvi Mishra Bodhisattwa Prasad Majumder Oyvind Tafjord Peter Clark LLMAG 30 21 0 10 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
AgentGym: Evolving Large Language Model-based Agents across Diverse Environments Zhiheng Xi Yiwen Ding Wenxiang Chen Boyang Hong Honglin Guo ... Qi Zhang Xipeng Qiu Xuanjing Huang Zuxuan Wu Yu-Gang Jiang LLMAG LM&Ro 38 28 0 06 Jun 2024
THREAD: Thinking Deeper with Recursive Spawning Philip Schroeder Nathaniel Morgan Hongyin Luo James R. Glass LRM LLMAG ReLM 33 0 0 27 May 2024
Tool Learning in the Wild: Empowering Language Models as Automatic Tool Agents Zhengliang Shi Shen Gao Xiuyi Chen Yue Feng Lingyong Yan Haibo Shi Dawei Yin Zhumin Chen Suzan Verberne LLMAG 47 6 0 26 May 2024
Devil's Advocate: Anticipatory Reflection for LLM Agents Haoyu Wang Tao Li Zhiwei Deng Dan Roth Yang Li LLMAG 34 2 0 25 May 2024
LLM-based Multi-Agent Reinforcement Learning: Current and Future Directions Chuanneng Sun Songjun Huang D. Pompili LLMAG 29 25 0 17 May 2024
Creative Problem Solving in Large Language and Vision Models -- What Would it Take? Lakshmi Nair Evana Gizzi Jivko Sinapov MLLM 48 2 0 02 May 2024
A Survey on Large Language Model-Based Game Agents Sihao Hu Tiansheng Huang Gaowen Liu Ramana Rao Kompella Gaowen Liu Selim Furkan Tekin Yichang Xu Zachary Yahn Ling Liu LLMAG LM&Ro AI4CE LM&MA 60 49 0 02 Apr 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 37 21 0 17 Mar 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs Shamik Roy Sailik Sengupta Daniele Bonadiman Saab Mansour Arshit Gupta 22 5 0 09 Mar 2024
Learning to Use Tools via Cooperative and Interactive Agents Zhengliang Shi Shen Gao Xiuyi Chen Zhumin Chen Lingyong Yan Haibo Shi Dawei Yin Pengjie Ren Suzan Verberne Zhaochun Ren LLMAG 21 16 0 05 Mar 2024
NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification Hanna Abi Akl 29 0 0 25 Feb 2024
Data-driven Discovery with Large Generative Models Bodhisattwa Prasad Majumder Harshit Surana Dhruv Agarwal Sanchaita Hazra Ashish Sabharwal Peter Clark 26 9 0 21 Feb 2024
Soft Self-Consistency Improves Language Model Agents Han Wang Archiki Prasad Elias Stengel-Eskin Mohit Bansal LLMAG 18 7 0 20 Feb 2024
TDAG: A Multi-Agent Framework based on Dynamic Task Decomposition and Agent Generation Yaoxiang Wang Zhiyong Wu Junfeng Yao Jinsong Su LLMAG 66 8 0 15 Feb 2024
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents Tomoyuki Kagaya Thong Jing Yuan Yuxuan Lou J. Karlekar Sugiri Pranata Akira Kinose Koki Oguri Felix Wick Yang You LLMAG 49 32 0 06 Feb 2024
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills Kolby Nottingham Bodhisattwa Prasad Majumder Bhavana Dalvi Sameer Singh Peter Clark Roy Fox 29 7 0 05 Feb 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 27 1 0 02 Feb 2024
ReGAL: Refactoring Programs to Discover Generalizable Abstractions Elias Stengel-Eskin Archiki Prasad Mohit Bansal 13 13 0 29 Jan 2024
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for Reasoning Problems Kaya Stechly Matthew Marquez Subbarao Kambhampati LRM 155 84 0 19 Oct 2023
SteP: Stacked LLM Policies for Web Actions Paloma Sodhi S. Branavan Yoav Artzi Ryan McDonald LLMAG 9 8 0 05 Oct 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 41 24 0 28 Apr 2023