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Can Large Language Models Reason and Plan?
v1v2 (latest)

Can Large Language Models Reason and Plan?

7 March 2024
Subbarao Kambhampati
    LRM
ArXiv (abs)PDFHTML

Papers citing "Can Large Language Models Reason and Plan?"

50 / 51 papers shown
Title
FEAST: A Flexible Mealtime-Assistance System Towards In-the-Wild Personalization
FEAST: A Flexible Mealtime-Assistance System Towards In-the-Wild Personalization
Rajat Kumar Jenamani
Tom Silver
Ben Dodson
Shiqin Tong
Anthony Song
Yuting Yang
Ziang Liu
Benjamin Howe
Aimee Whitneck
Tapomayukh Bhattacharjee
23
1
0
17 Jun 2025
Can Vision Language Models Infer Human Gaze Direction? A Controlled Study
Can Vision Language Models Infer Human Gaze Direction? A Controlled Study
Zory Zhang
Pinyuan Feng
Bingyang Wang
Tianwei Zhao
Suyang Yu
Qingying Gao
Hokin Deng
Ziqiao Ma
Yijiang Li
Dezhi Luo
15
0
0
04 Jun 2025
From Argumentative Text to Argument Knowledge Graph: A New Framework for Structured Argumentation
From Argumentative Text to Argument Knowledge Graph: A New Framework for Structured Argumentation
Debarati Bhattacharjee
Ashish Anand
27
0
0
31 May 2025
Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence
Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence
Mehdi Bennis
Salem Lahlou
61
1
0
27 May 2025
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
Reasoning by Superposition: A Theoretical Perspective on Chain of Continuous Thought
Hanlin Zhu
Shibo Hao
Zhiting Hu
Jiantao Jiao
Stuart Russell
Yuandong Tian
OffRLLRM
116
0
0
18 May 2025
Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis
Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis
Akarsh Kumar
Jeff Clune
Joel Lehman
Kenneth O. Stanley
OOD
71
0
0
16 May 2025
LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution
LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution
Claudius Kienle
Benjamin Alt
Oleg Arenz
Jan Peters
LM&Ro
101
0
0
15 May 2025
Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases
Focus, Merge, Rank: Improved Question Answering Based on Semi-structured Knowledge Bases
Derian Boer
Stephen Roth
Stefan Kramer
KELM
72
0
0
14 May 2025
Mapping User Trust in Vision Language Models: Research Landscape, Challenges, and Prospects
Mapping User Trust in Vision Language Models: Research Landscape, Challenges, and Prospects
Agnese Chiatti
Sara Bernardini
Lara Shibelski Godoy Piccolo
Viola Schiaffonati
Matteo Matteucci
97
0
0
08 May 2025
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
Wenhao Li
Bo Jin
Mingyi Hong
Changhong Lu
Xiangfeng Wang
156
0
0
07 May 2025
LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration
LogiDebrief: A Signal-Temporal Logic based Automated Debriefing Approach with Large Language Models Integration
Zirong Chen
Ziyan An
Jennifer Reynolds
Kristin Mullen
Stephen Martini
Meiyi Ma
61
0
0
06 May 2025
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs
The Hitchhiker's Guide to Program Analysis, Part II: Deep Thoughts by LLMs
Haonan Li
Hang Zhang
Kexin Pei
Zhiyun Qian
139
1
0
16 Apr 2025
Mutual Understanding between People and Systems via Neurosymbolic AI and Knowledge Graphs
Mutual Understanding between People and Systems via Neurosymbolic AI and Knowledge Graphs
I. Celino
Mario Scrocca
Agnese Chiatti
73
0
0
15 Apr 2025
Enhanced Question-Answering for Skill-based learning using Knowledge-based AI and Generative AI
Enhanced Question-Answering for Skill-based learning using Knowledge-based AI and Generative AI
Rahul K. Dass
Rochan H. Madhusudhana
Erin C. Deye
Shashank Verma
Timothy A. Bydlon
Grace Brazil
Ashok K. Goel
60
1
0
10 Apr 2025
Haste Makes Waste: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions
Zirui Wu
Xiao Liu
Jiayi Li
Lingpeng Kong
Yansong Feng
78
1
0
04 Mar 2025
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning
Weaker LLMs' Opinions Also Matter: Mixture of Opinions Enhances LLM's Mathematical Reasoning
Yanan Chen
Ali Pesaranghader
Tanmana Sadhu
LRM
118
0
0
26 Feb 2025
What Makes the Preferred Thinking Direction for LLMs in Multiple-choice Questions?
What Makes the Preferred Thinking Direction for LLMs in Multiple-choice Questions?
Yizhe Zhang
Richard He Bai
Zijin Gu
Ruixiang Zhang
Jiatao Gu
Emmanuel Abbe
Samy Bengio
Navdeep Jaitly
BDLLRM
148
1
0
25 Feb 2025
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
The Lottery LLM Hypothesis, Rethinking What Abilities Should LLM Compression Preserve?
Zhenheng Tang
Xiang Liu
Qian Wang
Peijie Dong
Bingsheng He
Xiaowen Chu
Bo Li
LRM
122
2
0
24 Feb 2025
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities
PlanGenLLMs: A Modern Survey of LLM Planning Capabilities
Hui Wei
Zihao Zhang
Shenghua He
Tian Xia
Shijia Pan
Fei Liu
195
9
0
16 Feb 2025
Policy Guided Tree Search for Enhanced LLM Reasoning
Policy Guided Tree Search for Enhanced LLM Reasoning
Yang Li
LRM
192
0
0
04 Feb 2025
Can LLM Generate Regression Tests for Software Commits?
Jing Liu
Seongmin Lee
Eleonora Losiouk
Marcel Böhme
81
0
0
19 Jan 2025
Reinforcement Learning Enhanced LLMs: A Survey
Reinforcement Learning Enhanced LLMs: A Survey
Shuhe Wang
Shengyu Zhang
Jing Zhang
Runyi Hu
Xiaoya Li
Tianwei Zhang
Jiwei Li
Leilei Gan
G. Wang
Eduard H. Hovy
OffRL
243
16
0
05 Dec 2024
Challenges in Human-Agent Communication
Challenges in Human-Agent Communication
Gagan Bansal
J. W. Vaughan
Saleema Amershi
Eric Horvitz
Adam Fourney
Hussein Mozannar
Victor C. Dibia
Daniel S. Weld
LLMAGAAMLAI4CE
145
5
0
28 Nov 2024
Can LLMs plan paths in the real world?
Can LLMs plan paths in the real world?
Wanyi Chen
Meng-Wen Su
Nafisa Mehjabin
Mary L. Cummings
LLMAGLRM
162
2
0
26 Nov 2024
Large corpora and large language models: a replicable method for automating grammatical annotation
Cameron Morin
Matti Marttinen Larsson
121
1
0
18 Nov 2024
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints
Open-World Task and Motion Planning via Vision-Language Model Inferred Constraints
Nishanth Kumar
F. Ramos
Dieter Fox
Caelan Reed Garrett
Tomás Lozano-Pérez
Leslie Pack Kaelbling
Caelan Reed Garrett
LRMLM&Ro
144
5
0
13 Nov 2024
CaStL: Constraints as Specifications through LLM Translation for
  Long-Horizon Task and Motion Planning
CaStL: Constraints as Specifications through LLM Translation for Long-Horizon Task and Motion Planning
Weihang Guo
Zachary Kingston
Lydia E. Kavraki
110
4
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29 Oct 2024
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
Language Agents Meet Causality -- Bridging LLMs and Causal World Models
John Gkountouras
Matthias Lindemann
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E. Gavves
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67
2
0
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The Trap of Presumed Equivalence: Artificial General Intelligence Should
  Not Be Assessed on the Scale of Human Intelligence
The Trap of Presumed Equivalence: Artificial General Intelligence Should Not Be Assessed on the Scale of Human Intelligence
Serge Dolgikh
ELM
20
0
0
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GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in
  Large Language Models
GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
Iman Mirzadeh
Keivan Alizadeh
Hooman Shahrokhi
Oncel Tuzel
Samy Bengio
Mehrdad Farajtabar
AIMatLRM
133
186
0
07 Oct 2024
Did You Hear That? Introducing AADG: A Framework for Generating
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Ksheeraja Raghavan
Samiran Gode
Ankit Parag Shah
Surabhi Raghavan
Wolfram Burgard
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DocKD: Knowledge Distillation from LLMs for Open-World Document
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DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models
Sungnyun Kim
Haofu Liao
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Peng Tang
Zhuowen Tu
R. Satzoda
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Stefano Soatto
104
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Quantifying Generalization Complexity for Large Language Models
Quantifying Generalization Complexity for Large Language Models
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LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1
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To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
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Fangcong Yin
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77
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FLAIR: Feeding via Long-horizon AcquIsition of Realistic dishes
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Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial
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VSP: Assessing the dual challenges of perception and reasoning in
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