Reasoning with Language Model is Planning with World Model

24 May 2023

Papers citing "Reasoning with Language Model is Planning with World Model"

50 / 371 papers shown

Title
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
No more optimization rules: LLM-enabled policy-based multi-modal query optimizer Yifan Wang Haodi Ma Daisy Zhe Wang 28 1 0 20 Mar 2024
Embodied LLM Agents Learn to Cooperate in Organized Teams Xudong Guo Kaixuan Huang Jiale Liu Wenhui Fan Natalia Vélez Qingyun Wu Huazheng Wang Thomas L. Griffiths Mengdi Wang LM&Ro LLMAG 35 38 0 19 Mar 2024
StateFlow: Enhancing LLM Task-Solving through State-Driven Workflows Yiran Wu Tianwei Yue Shaokun Zhang Chi Wang Qingyun Wu 40 21 0 17 Mar 2024
TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision Ruiwen Zhou Yingxuan Yang Kangrui Chen Ying Wen Wenhao Wang Chunling Xi Guoqiang Xu Jiliang Tang Lingjuan Lyu LLMAG 16 8 0 10 Mar 2024
Can Large Language Models Play Games? A Case Study of A Self-Play Approach Hongyi Guo Zhihan Liu Yufeng Zhang Zhaoran Wang LRM 70 6 0 08 Mar 2024
Will GPT-4 Run DOOM? Adrian de Wynter LM&Ro MLLM 22 5 0 08 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 46 7 0 04 Mar 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding Guangyi Liu Yu Wang Zeyu Feng Qiyu Wu Liping Tang ... Shuguang Cui Julian McAuley Zichao Yang Eric P. Xing Zhiting Hu DiffM 49 3 0 29 Feb 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 16 0 0 25 Feb 2024
Brain-Inspired Two-Stage Approach: Enhancing Mathematical Reasoning by Imitating Human Thought Processes Yezeng Chen Zui Chen Yi Zhou LRM 23 2 0 23 Feb 2024
Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning Hanqi Yan Qinglin Zhu Xinyu Wang Lin Gui Yulan He LRM LLMAG 24 4 0 22 Feb 2024
Are LLMs Effective Negotiators? Systematic Evaluation of the Multifaceted Capabilities of LLMs in Negotiation Dialogues Deuksin Kwon Emily Weiss Tara Kulshrestha Kushal Chawla Gale M. Lucas Jonathan Gratch 46 7 0 21 Feb 2024
A Survey on Knowledge Distillation of Large Language Models Xiaohan Xu Ming Li Chongyang Tao Tao Shen Reynold Cheng Jinyang Li Can Xu Dacheng Tao Tianyi Zhou KELM VLM 42 94 0 20 Feb 2024
Large Language Model-based Human-Agent Collaboration for Complex Task Solving Xueyang Feng Zhiyuan Chen Yujia Qin Yankai Lin Xu Chen Zhiyuan Liu Ji-Rong Wen LLMAG 46 16 0 20 Feb 2024
Reflect-RL: Two-Player Online RL Fine-Tuning for LMs Runlong Zhou Simon S. Du Beibin Li OffRL 30 3 0 20 Feb 2024
WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment Hao Tang Darren Key Kevin Ellis LLMAG 12 27 0 19 Feb 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models Tianjie Ju Yijin Chen Xinwei Yuan Zhuosheng Zhang Wei Du Yubin Zheng Gongshen Liu KELM 20 5 0 19 Feb 2024
On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs H. Zhuo Xin Chen Rong Pan 26 2 0 18 Feb 2024
What's the Plan? Evaluating and Developing Planning-Aware Techniques for Language Models Eran Hirsch Guy Uziel Ateret Anaby-Tavor LM&Ro LLMAG 20 2 0 18 Feb 2024
When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Ziru Chen Michael White Raymond Mooney Ali Payani Yu-Chuan Su Huan Sun LLMAG 75 33 0 16 Feb 2024
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback Henry W Sprueill Carl N. Edwards Khushbu Agarwal Mariefel V. Olarte Udishnu Sanyal Conrad Johnston Hongbin Liu Heng Ji Sutanay Choudhury LRM 26 7 0 15 Feb 2024
Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data Haoyang Liu Yijiang Li Jinglin Jian Yuxuan Cheng Jianrong Lu Shuyi Guo Jinglei Zhu Mianchen Zhang Miantong Zhang Haohan Wang 13 4 0 15 Feb 2024
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents Cheng Qian Bingxiang He Zhuang Zhong Jia Deng Yujia Qin ... Zhong Zhang Jie Zhou Yankai Lin Zhiyuan Liu Maosong Sun 17 27 0 14 Feb 2024
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models Maurice Diesendruck Jianzhe Lin Shima Imani Gayathri Mahalingam Mingyang Xu Jie Zhao 12 1 0 13 Feb 2024
BBox-Adapter: Lightweight Adapting for Black-Box Large Language Models Haotian Sun Yuchen Zhuang Wei Wei Chao Zhang Bo Dai 18 3 0 13 Feb 2024
On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks Kaya Stechly Karthik Valmeekam Subbarao Kambhampati ReLM LRM 20 48 0 12 Feb 2024
Large Language Models as Agents in Two-Player Games Yang Liu Peng Sun Hang Li LLMAG 32 4 0 12 Feb 2024
Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model Mikail Khona Maya Okawa Jan Hula Rahul Ramesh Kento Nishi Robert P. Dick Ekdeep Singh Lubana Hidenori Tanaka 24 5 0 12 Feb 2024
Towards Unified Alignment Between Agents, Humans, and Environment Zonghan Yang An Liu Zijun Liu Kai Liu Fangzhou Xiong ... Zhenhe Zhang Fuwen Luo Zhicheng Guo Peng Li Yang Liu 24 4 0 12 Feb 2024
Natural Language Reinforcement Learning Xidong Feng Ziyu Wan Mengyue Yang Ziyan Wang Girish A. Koushiks Yali Du Ying Wen Jun Wang OffRL 24 3 0 11 Feb 2024
GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding Stefan Dernbach Khushbu Agarwal Alejandro Zuniga Michael Henry Sutanay Choudhury 25 8 0 09 Feb 2024
Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcement Muning Wen Junwei Liao Cheng Deng Jun Wang Weinan Zhang Ying Wen 15 1 0 09 Feb 2024
UFO: A UI-Focused Agent for Windows OS Interaction Chaoyun Zhang Liqun Li Shilin He Xu Zhang Bo Qiao ... Yu Kang Qingwei Lin Saravan Rajmohan Dongmei Zhang Qi Zhang LLMAG 58 65 0 08 Feb 2024
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models Spyridon Mouselinos Henryk Michalewski Mateusz Malinowski LRM 12 5 0 06 Feb 2024
Self-Discover: Large Language Models Self-Compose Reasoning Structures Pei Zhou Jay Pujara Xiang Ren Xinyun Chen Heng-Tze Cheng Quoc V. Le Ed H. Chi Denny Zhou Swaroop Mishra Huaixiu Steven Zheng LRM ReLM 24 48 0 06 Feb 2024
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models Zhiyuan Hu Chumin Liu Xidong Feng Yilun Zhao See-Kiong Ng A. Luu Junxian He Pang Wei Koh Bryan Hooi LRM 48 10 0 05 Feb 2024
Understanding the planning of LLM agents: A survey Xu Huang Weiwen Liu Xiaolong Chen Xingmei Wang Hao Wang Defu Lian Yasheng Wang Ruiming Tang Enhong Chen LLMAG LM&Ro 19 126 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 30 1 0 02 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 81 107 0 02 Feb 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing Fangkai Jiao Chengwei Qin Zhengyuan Liu Nancy F. Chen Shafiq R. Joty LRM 16 26 0 01 Feb 2024
Efficient Tool Use with Chain-of-Abstraction Reasoning Silin Gao Jane Dwivedi-Yu Ping Yu X. Tan Ramakanth Pasunuru O. Yu. Golovneva Koustuv Sinha Asli Celikyilmaz Antoine Bosselut Tianlu Wang LRM 19 19 0 30 Jan 2024
CognitiveOS: Large Multimodal Model based System to Endow Any Type of Robot with Generative AI Artem Lykov Mikhail Konenkov Koffivi Fidele Gbagbe Mikhail Litvinov D. Davletshin A. Fedoseev Miguel Altamirano Cabrera Robinroy Peter Dzmitry Tsetserukou LM&Ro 29 5 0 29 Jan 2024
RE-GAINS & EnChAnT: Intelligent Tool Manipulation Systems For Enhanced Query Responses Sahil Girhepuje Siva Sankar Sajeev Purvam Jain Arya Sikder Adithya Rama Varma Ryan George Akshay Govind Srinivasan Mahendra Kurup Ashmit Sinha Sudip Mondal RALM 22 0 0 28 Jan 2024
Towards Goal-oriented Prompt Engineering for Large Language Models: A Survey Haochen Li Jonathan Leung Zhiqi Shen LM&MA LLMAG LRM 15 0 0 25 Jan 2024
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Mirac Suzgun Adam Tauman Kalai KELM LRM LLMAG ReLM 38 63 0 23 Jan 2024
CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents Siyuan Qi Shuo Chen Yexin Li Xiangyu Kong Junqi Wang ... Zhaowei Zhang Nian Liu Wei Wang Yaodong Yang Song-Chun Zhu AI4CE LRM 19 17 0 19 Jan 2024
CognitiveDog: Large Multimodal Model Based System to Translate Vision and Language into Action of Quadruped Robot Artem Lykov Mikhail Litvinov Mikhail Konenkov Rinat Prochii Nikita Burtsev Ali Alridha Abdulkarim Artem Bazhenov Vladimir Berman Dzmitry Tsetserukou VLM LM&Ro 8 17 0 17 Jan 2024
Code Simulation Challenges for Large Language Models Emanuele La Malfa Christoph Weinhuber Orazio Torre Fangru Lin Samuele Marro Anthony Cohn Nigel Shadbolt Michael Wooldridge LLMAG LRM 11 8 0 17 Jan 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 11 4 0 16 Jan 2024