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
Mathematical Language Models: A Survey W. Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 71 12 0 03 Jan 2025
Beyond Numeric Awards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 57 1 0 03 Jan 2025
Enhancing Reasoning through Process Supervision with Monte Carlo Tree Search Shuangtao Li Shuaihao Dong Kexin Luan Xinhan Di Chaofan Ding LRM 41 1 0 02 Jan 2025
Efficiently Serving LLM Reasoning Programs with Certaindex Yichao Fu Junda Chen Siqi Zhu Zheyu Fu Zhongdongming Dai Aurick Qiao Hao Zhang LRM 49 12 0 31 Dec 2024
Towards Intrinsic Self-Correction Enhancement in Monte Carlo Tree Search Boosted Reasoning via Iterative Preference Learning Huchen Jiang Yangyang Ma Chaofan Ding Kexin Luan Xinhan Di ReLM LRM 31 2 0 23 Dec 2024
Do Multimodal Language Models Really Understand Direction? A Benchmark for Compass Direction Reasoning Hang Yin Zhifeng Lin Xin Liu Bin Sun Kan Li LRM 64 1 0 21 Dec 2024
In-context Continual Learning Assisted by an External Continual Learner Saleh Momeni Sahisnu Mazumder Zixuan Ke Bing Liu CLL 74 0 0 20 Dec 2024
EscapeBench: Pushing Language Models to Think Outside the Box Cheng Qian Peixuan Han Qinyu Luo Bingxiang He X. Chen ... Jiarui Yao Xiaocheng Yang Denghui Zhang Yunzhu Li Heng Ji LLMAG LRM 80 3 0 18 Dec 2024
GEM: A Generalizable Ego-Vision Multimodal World Model for Fine-Grained Ego-Motion, Object Dynamics, and Scene Composition Control Mariam Hassan Sebastian Stapf Ahmad Rahimi Pedro M B Rezende Yasaman Haghighi ... Mathieu Salzmann Davide Scaramuzza Marc Pollefeys Paolo Favaro Alexandre Alahi VLM VGen 69 5 0 15 Dec 2024
Cocoa: Co-Planning and Co-Execution with AI Agents K. J. Kevin Feng Kevin Pu Matt Latzke Tal August Pao Siangliulue Jonathan Bragg Daniel S. Weld Amy X. Zhang Joseph Chee Chang LM&Ro LLMAG 87 4 0 14 Dec 2024
From Individual to Society: A Survey on Social Simulation Driven by Large Language Model-based Agents Xinyi Mou Xuanwen Ding Qi He Liang Wang Jingcong Liang ... L. Sun Jiayu Lin Jie Zhou Xuanjing Huang Zhongyu Wei LLMAG LM&Ro AI4CE 80 11 0 04 Dec 2024
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Hieu Tran Zonghai Yao Junda Wang Yifan Zhang Zhichao Yang Hong-ye Yu LRM 71 5 0 03 Dec 2024
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS Jinyang Wu Mingkuan Feng Shuai Zhang Feihu Che Zengqi Wen J. Tao ReLM LRM 102 9 0 27 Nov 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 108 61 0 25 Nov 2024
ZoomEye: Enhancing Multimodal LLMs with Human-Like Zooming Capabilities through Tree-Based Image Exploration Haozhan Shen Kangjia Zhao Tiancheng Zhao Ruochen Xu Zilun Zhang Mingwei Zhu Jianwei Yin 84 4 0 25 Nov 2024
Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms Minghe Gao Wendong Bu Bingchen Miao Yang Wu Yunfei Li Juncheng Billy Li Siliang Tang Qi Wu Yueting Zhuang Meng Wang LM&Ro 33 3 0 17 Nov 2024
Evaluating World Models with LLM for Decision Making Chang Yang Xinrun Wang Junzhe Jiang Qinggang Zhang Xiao Huang LLMAG ELM 34 2 0 13 Nov 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models Somanshu Singla Zhen Wang Tianyang Liu Abdullah Ashfaq Zhiting Hu Eric P. Xing 28 0 0 13 Nov 2024
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek J. Sonke E. Gavves LLMAG 29 1 0 07 Nov 2024
Blind Spot Navigation in LLM Reasoning with Thought Space Explorer Jinghan Zhang Fengran Mo Xiting Wang Kunpeng Liu LM&Ro LRM 51 5 0 31 Oct 2024
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents Jaekyeom Kim Dong-Ki Kim Lajanugen Logeswaran Sungryull Sohn Honglak Lee LLMAG LM&Ro LRM 27 2 0 29 Oct 2024
Enhancing Financial Question Answering with a Multi-Agent Reflection Framework Sorouralsadat Fatemi Yuheng Hu AIFin 9 3 0 29 Oct 2024
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning Xinyu Tang Xiaolei Wang Wayne Xin Zhao Ji-Rong Wen 41 3 0 26 Oct 2024
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models Danqing Wang Zhuorui Ye Fei Fang Lei Li LLMAG LRM 18 0 0 25 Oct 2024
Language Agents Meet Causality -- Bridging LLMs and Causal World Models John Gkountouras Matthias Lindemann Phillip Lippe E. Gavves Ivan Titov LRM 23 0 0 25 Oct 2024
ReasonAgain: Using Extractable Symbolic Programs to Evaluate Mathematical Reasoning Xiaodong Yu Ben Zhou Hao Cheng Dan Roth ReLM LRM 26 0 0 24 Oct 2024
CoPS: Empowering LLM Agents with Provable Cross-Task Experience Sharing Chen Yang Chenyang Zhao Q. Gu Dongruo Zhou LRM 38 0 0 22 Oct 2024
TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling Jiahao Qiu Yifu Lu Yifan Zeng Jiacheng Guo Jiayi Geng Huazheng Wang Kaixuan Huang Yue Wu Mengdi Wang 34 22 0 18 Oct 2024
ControlAgent: Automating Control System Design via Novel Integration of LLM Agents and Domain Expertise Xingang Guo Darioush Keivan U. Syed Lianhui Qin Huan Zhang Geir Dullerud Peter M. Seiler Bin Hu 26 4 0 17 Oct 2024
Not All Votes Count! Programs as Verifiers Improve Self-Consistency of Language Models for Math Reasoning Vernon Y.H. Toh Deepanway Ghosal Soujanya Poria LRM 41 2 0 16 Oct 2024
Optimizing Instruction Synthesis: Effective Exploration of Evolutionary Space with Tree Search Chenglin Li Qianglong Chen Zhi Li Feng Tao Yicheng Li Hao Chen Fei Yu Yin Zhang SyDa 26 0 0 14 Oct 2024
OpenR: An Open Source Framework for Advanced Reasoning with Large Language Models Jun Wang Meng Fang Ziyu Wan Muning Wen Jiachen Zhu ... Lei Chen Lionel M. Ni Linyi Yang Ying Wen W. Zhang LRM 16 13 0 12 Oct 2024
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models Zióu Zheng Christopher Malon Martin Renqiang Min Xiaodan Zhu LRM 38 0 0 11 Oct 2024
Agents Thinking Fast and Slow: A Talker-Reasoner Architecture Konstantina Christakopoulou Shibl Mourad Maja Matarić LLMAG 23 10 0 10 Oct 2024
Efficient Reinforcement Learning with Large Language Model Priors Xue Yan Yan Song Xidong Feng Mengyue Yang Haifeng Zhang Haitham Bou Ammar Jun Wang OffRL 31 1 0 10 Oct 2024
WALL-E: World Alignment by Rule Learning Improves World Model-based LLM Agents Siyu Zhou Tianyi Zhou Yijun Yang Guodong Long Deheng Ye Jing Jiang Chengqi Zhang LLMAG LM&Ro 17 3 0 09 Oct 2024
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning Ruosen Li Ziming Luo Xinya Du LRM 23 0 0 08 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma J. Liu Fengli Xu Yong Li LLMAG 34 8 0 08 Oct 2024
Intelligent Computing Social Modeling and Methodological Innovations in Political Science in the Era of Large Language Models Zhenyu Wang Yi Xu Dequan Wang Lingfeng Zhou Yiqi Zhou 32 0 0 07 Oct 2024
ACDC: Autoregressive Coherent Multimodal Generation using Diffusion Correction Hyungjin Chung Dohun Lee Jong Chul Ye VGen DiffM 18 2 0 07 Oct 2024
Improving LLM Reasoning through Scaling Inference Computation with Collaborative Verification Zhenwen Liang Ye Liu Tong Niu Xiangliang Zhang Yingbo Zhou Semih Yavuz LRM 30 17 0 05 Oct 2024
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search Murong Yue Wenlin Yao Haitao Mi Dian Yu Ziyu Yao Dong Yu LRM 28 4 0 04 Oct 2024
LLaMA-Berry: Pairwise Optimization for O1-like Olympiad-Level Mathematical Reasoning Di Zhang Jianbo Wu Jingdi Lei Tong Che Jiatong Li ... Shufei Zhang Marco Pavone Yuqiang Li Wanli Ouyang Dongzhan Zhou LRM 27 42 0 03 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 61 5 0 03 Oct 2024
Interpretable Contrastive Monte Carlo Tree Search Reasoning Zitian Gao Boye Niu Xuzheng He Haotian Xu Hongzhang Liu Aiwei Liu Xuming Hu Lijie Wen LRM 50 24 0 02 Oct 2024
CreDes: Causal Reasoning Enhancement and Dual-End Searching for Solving Long-Range Reasoning Problems using LLMs Kangsheng Wang Xiao Zhang Hao Liu Songde Han Huimin Ma Tianyu Hu LRM 41 5 0 02 Oct 2024
VinePPO: Unlocking RL Potential For LLM Reasoning Through Refined Credit Assignment Amirhossein Kazemnejad Milad Aghajohari Eva Portelance Alessandro Sordoni Siva Reddy Aaron C. Courville Nicolas Le Roux OffRL LRM 20 21 0 02 Oct 2024
Mind Scramble: Unveiling Large Language Model Psychology Via Typoglycemia Miao Yu Junyuan Mao Guibin Zhang Jingheng Ye Junfeng Fang Aoxiao Zhong Yang Liu Yuxuan Liang Kun Wang Qingsong Wen 23 2 0 02 Oct 2024
PCQPR: Proactive Conversational Question Planning with Reflection Shasha Guo Lizi Liao Jing Zhang Cuiping Li Hong Chen 26 1 0 02 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking Danqing Wang Jianxin Ma Fei Fang Lei Li LLMAG LRM 59 0 0 02 Oct 2024