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Reasoning with Language Model is Planning with World Model

24 May 2023

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

50 / 95 papers shown

Title
T^2Agent A Tool-augmented Multimodal Misinformation Detection Agent with Monte Carlo Tree Search Xing Cui Yueying Zou Zekun Li Peipei Li Xinyuan Xu Xuannan Liu Huaibo Huang Ran He 228 0 0 26 May 2025
RaDeR: Reasoning-aware Dense Retrieval Models Debrup Das Sam O' Nuallain Razieh Rahimi RALM LRM 64 1 0 23 May 2025
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking Runquan Gui Ziyi Wang Jun Wang Chi Ma Huiling Zhen Mingxuan Yuan Jianye Hao Defu Lian Enhong Chen Feng Wu LRM 316 0 0 05 May 2025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning Zihan Wang Kaidi Wang Q. Wang Pingyue Zhang Linjie Li ... Jiajun Wu L. Fei-Fei Lijuan Wang Yejin Choi Manling Li 216 30 0 24 Apr 2025
From Human Memory to AI Memory: A Survey on Memory Mechanisms in the Era of LLMs Yaxiong Wu Sheng Liang Chen Zhang Yucheng Wang Yanzhe Zhang Huifeng Guo Ruiming Tang Yong Liu KELM 118 6 0 22 Apr 2025
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 466 0 0 15 Apr 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search Yize Zhang Tianshu Wang Sirui Chen Kun Wang Xingyu Zeng Hongyu Lin Jia Zheng Le Sun Chaochao Lu LRM 60 0 0 15 Apr 2025
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement Xinze Wang Zhiyong Yang Chao Feng Hongjin Lu Linjie Li Chung-Ching Lin Kevin Qinghong Lin Furong Huang Lijuan Wang OODD ReLM LRM VLM 194 20 0 10 Apr 2025
Landscape of Thoughts: Visualizing the Reasoning Process of Large Language Models Zhanke Zhou Zhaocheng Zhu Xuan Li Mikhail Galkin Xiao Feng Sanmi Koyejo Jian Tang Bo Han LRM 145 6 0 28 Mar 2025
ScalingNoise: Scaling Inference-Time Search for Generating Infinite Videos Haolin Yang Feilong Tang Ming Hu Yulong Li Junjie Guo ... Zelin Peng Junjun He Junjun He Zongyuan Ge Imran Razzak DiffM VGen 268 2 0 20 Mar 2025
Exploring 3D Activity Reasoning and Planning: From Implicit Human Intentions to Route-Aware Planning Xueying Jiang Wenhao Li Xiaoqin Zhang Ling Shao Shijian Lu LRM 121 1 0 17 Mar 2025
WMNav: Integrating Vision-Language Models into World Models for Object Goal Navigation Dujun Nie Xianda Guo Yiqun Duan Ruijun Zhang Long Chen LM&Ro 274 4 0 04 Mar 2025
Can Large Language Models Detect Errors in Long Chain-of-Thought Reasoning? Yancheng He Shilong Li Jing Liu Weixun Wang Xingyuan Bu ... Zhongyuan Peng Zhenru Zhang Zhicheng Zheng Wenbo Su Bo Zheng ELM LRM 146 16 0 26 Feb 2025
DISC: DISC: Dynamic Decomposition Improves LLM Inference Scaling Jonathan Light Wei Cheng Benjamin Rivière Wu Yue Masafumi Oyamada Mengdi Wang Yisong Yue Santiago Paternain Haifeng Chen ReLM LRM 114 2 0 23 Feb 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 125 4 0 21 Feb 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 127 2 0 17 Feb 2025
Examining False Positives under Inference Scaling for Mathematical Reasoning Yu Guang Wang Nan Yang Liang Wang Furu Wei LRM 125 4 0 10 Feb 2025
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Yibo Yan Shen Wang Jiahao Huo Jingheng Ye Zhendong Chu Xuming Hu Philip S. Yu Carla P. Gomes B. Selman Qingsong Wen LRM 211 17 0 05 Feb 2025
Boosting Multimodal Reasoning with Automated Structured Thinking Jinyang Wu Mingkuan Feng Shuai Zhang Ruihan Jin Feihu Che Zengqi Wen J. Tao Jianhua Tao LRM 210 11 0 04 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning Yang Li LRM 173 0 0 04 Feb 2025
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning Zehan Qi Xiao-Chang Liu Iat Long Iong Hanyu Lai Xingwu Sun ... Shuntian Yao Tianjie Zhang Wei Xu J. Tang Yuxiao Dong 178 40 0 28 Jan 2025
Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models Qiming Bao Juho Leinonen A. Peng Wanjun Zhong Gaël Gendron Tim Pistotti Alice Huang Paul Denny Michael Witbrock Jing Liu AI4Ed LRM 247 1 0 20 Jan 2025
Revisiting Rogers' Paradox in the Context of Human-AI Interaction Katherine M. Collins Umang Bhatt Ilia Sucholutsky 131 1 0 16 Jan 2025
Mathematical Language Models: A Survey Wen Liu Hanglei Hu Jie Zhou Yuyang Ding Junsong Li ... Mengliang He Qin Chen Bo Jiang Aimin Zhou Liang He LRM 204 14 0 03 Jan 2025
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 158 7 0 14 Dec 2024
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation Jie Liu Pan Zhou Yingjun Du Ah-Hwee Tan Cees G. M. Snoek Jan-Jakob Sonke E. Gavves LLMAG 84 3 0 07 Nov 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 100 6 0 26 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 334 0 0 11 Oct 2024
AgentSquare: Automatic LLM Agent Search in Modular Design Space Yu Shang Yu Li Keyu Zhao Likai Ma Qingbin Liu Fengli Xu Yong Li LLMAG 124 21 0 08 Oct 2024
Agent-Oriented Planning in Multi-Agent Systems Ao Li Yuexiang Xie Songze Li Fugee Tsung Bolin Ding Yaliang Li AIFin 375 10 0 03 Oct 2024
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking Danqing Wang Jianxin Ma Fei Fang Lei Li LLMAG LRM 444 0 0 02 Oct 2024
Probing Mechanical Reasoning in Large Vision Language Models Haoran Sun Qingying Gao Haiyun Lyu Dezhi Luo Yijiang Li Hokin Deng LRM 81 2 0 01 Oct 2024
Vision Language Models See What You Want but not What You See Qingying Gao Yijiang Li Haiyun Lyu Haoran Sun Dezhi Luo Hokin Deng LRM VLM 93 5 0 01 Oct 2024
Fast and Accurate Task Planning using Neuro-Symbolic Language Models and Multi-level Goal Decomposition Minseo Kwon Yaesol Kim Young J. Kim 82 4 0 28 Sep 2024
CSCE: Boosting LLM Reasoning by Simultaneous Enhancing of Causal Significance and Consistency Kangsheng Wang Xiao Zhang Zizheng Guo Tianyu Hu Huimin Ma LRM 110 7 0 20 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 207 130 0 18 Sep 2024
Visual Agents as Fast and Slow Thinkers Guangyan Sun Mingyu Jin Zhenting Wang Cheng-Long Wang Siqi Ma Qifan Wang Ying Nian Wu Ying Nian Wu Dongfang Liu Dongfang Liu LLMAG LRM 186 18 0 16 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 119 22 0 01 Aug 2024
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents Fanzeng Xia Hao Liu Yisong Yue Tongxin Li 131 1 0 02 Jul 2024
Raising the Bar: Investigating the Values of Large Language Models via Generative Evolving Testing Han Jiang Xiaoyuan Yi Zhihua Wei Ziang Xiao Shu Wang Xing Xie ELM ALM 132 8 0 20 Jun 2024
Neuro-symbolic Training for Reasoning over Spatial Language Tanawan Premsri Parisa Kordjamshidi LRM NAI 64 6 0 19 Jun 2024
UniZero: Generalized and Efficient Planning with Scalable Latent World Models Yuan Pu Yazhe Niu Jiyuan Ren Zhenjie Yang Hongsheng Li Yu Liu OffRL 200 2 0 15 Jun 2024
The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models Seungone Kim Juyoung Suk Ji Yong Cho Shayne Longpre Chaeeun Kim ... Sean Welleck Graham Neubig Moontae Lee Kyungjae Lee Minjoon Seo ELM ALM LM&MA 183 44 0 09 Jun 2024
Agent Planning with World Knowledge Model Shuofei Qiao Runnan Fang Ningyu Zhang Yuqi Zhu Xiang Chen Shumin Deng Yong Jiang Pengjun Xie Fei Huang Huajun Chen LLMAG LM&Ro 160 24 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 300 54 0 23 May 2024
PRobELM: Plausibility Ranking Evaluation for Language Models Moy Yuan Chenxi Whitehouse Eric Chamoun Rami Aly Andreas Vlachos 148 5 0 04 Apr 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 88 25 0 25 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 125 12 0 04 Mar 2024
Natural Language Reinforcement Learning Xidong Feng Bo Liu Mengyue Yang Ziyan Wang Girish A. Koushiks Yali Du Ying Wen Jun Wang OffRL 89 5 0 11 Feb 2024
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models Lucio La Cava Andrea Tagarelli LLMAG AI4CE 97 14 0 13 Jan 2024