Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2505.19683
Cited By
Large Language Models for Planning: A Comprehensive and Systematic Survey
26 May 2025
Pengfei Cao
Tianyi Men
Wencan Liu
Jingwen Zhang
Xuzhao Li
Xixun Lin
Dianbo Sui
Yanan Cao
Kang Liu
Jun Zhao
LLMAG
LM&Ro
OffRL
ELM
LRM
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Large Language Models for Planning: A Comprehensive and Systematic Survey"
45 / 45 papers shown
Title
UIShift: Enhancing VLM-based GUI Agents through Self-supervised Reinforcement Learning
Longxi Gao
Li Zhang
Mengwei Xu
79
1
0
18 May 2025
Enhancing Visual Grounding for GUI Agents via Self-Evolutionary Reinforcement Learning
Xinbin Yuan
Jian Zhang
K. Li
Zhuoxuan Cai
Lujian Yao
...
Enguang Wang
Qibin Hou
Jinwei Chen
Peng-Tao Jiang
Bo Li
123
1
0
18 May 2025
Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains
Ibne Farabi Shihab
Sanjeda Akter
Anuj Sharma
BDL
36
1
0
12 May 2025
Leveraging Vision-Language Models for Visual Grounding and Analysis of Automotive UI
Benjamin Raphael Ernhofer
Daniil Prokhorov
Jannica Langner
Dominik Bollmann
96
1
0
09 May 2025
Divide, Optimize, Merge: Fine-Grained LLM Agent Optimization at Scale
Jiale Liu
Yifan Zeng
Shaokun Zhang
Chi Zhang
Malte Højmark-Bertelsen
Marie Normann Gadeberg
Hongru Wang
Qingyun Wu
86
1
0
06 May 2025
InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
Yuhang Liu
Pengxiang Li
C. Xie
Xavier Hu
Xiaotian Han
Shengyu Zhang
Hongxia Yang
Fei Wu
LLMAG
LM&Ro
LRM
AI4CE
151
16
0
19 Apr 2025
TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials
Bofei Zhang
Zirui Shang
Zhi Gao
Wang Zhang
Rui Xie
Xiaojian Ma
Tao Yuan
Xinxiao Wu
Song-Chun Zhu
Qing Li
LLMAG
136
3
0
17 Apr 2025
ToolRL: Reward is All Tool Learning Needs
Cheng Qian
Emre Can Acikgoz
Qi He
Hongru Wang
Xiusi Chen
Dilek Hakkani-Tur
Gokhan Tur
Heng Ji
OffRL
LRM
144
32
0
16 Apr 2025
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Jiazhan Feng
Shijue Huang
Xingwei Qu
Ge Zhang
Yujia Qin
Baoquan Zhong
Chengquan Jiang
Jinxin Chi
Wanjun Zhong
OffRL
ReLM
SyDa
KELM
LRM
181
35
0
15 Apr 2025
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis
Xinyi Liu
Xiaoyi Zhang
Ziyun Zhang
Yan Lu
131
2
0
15 Apr 2025
GUI-R1 : A Generalist R1-Style Vision-Language Action Model For GUI Agents
Run Luo
Lu Wang
Wanwei He
Xiaobo Xia
LLMAG
195
35
0
14 Apr 2025
Hierarchical Planning for Complex Tasks with Knowledge Graph-RAG and Symbolic Verification
Cristina Cornelio
Flavio Petruzzellis
Pietro Lio
84
1
0
06 Apr 2025
Stochastic Optimization with Optimal Importance Sampling
Liviu Aolaritei
Bart P. G. Van Parys
Henry Lam
Michael I. Jordan
141
2
0
04 Apr 2025
OpenCodeReasoning: Advancing Data Distillation for Competitive Coding
Wasi Uddin Ahmad
Mehrzad Samadi
Somshubra Majumdar
Aleksander Ficek
Siddhartha Jain
Jocelyn Huang
Vahid Noroozi
Boris Ginsburg
LRM
153
13
0
02 Apr 2025
LLMs as Planning Modelers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models
Marcus Tantakoun
Xiaodan Zhu
Christian Muise
110
7
0
22 Mar 2025
LLM+MAP: Bimanual Robot Task Planning using Large Language Models and Planning Domain Definition Language
Kun-Mo Chu
Xufeng Zhao
C. Weber
Stefan Wermter
LLMAG
LM&Ro
95
3
0
21 Mar 2025
SpiritSight Agent: Advanced GUI Agent with One Look
Zhiyuan Huang
Ziming Cheng
Junting Pan
Zhaohui Hou
Mingjie Zhan
LLMAG
168
4
0
05 Mar 2025
ATLaS: Agent Tuning via Learning Critical Steps
Zhixun Chen
Ming Li
Yuanmin Huang
Yali Du
Meng Fang
Dinesh Manocha
198
5
0
04 Mar 2025
Reflective Planning: Vision-Language Models for Multi-Stage Long-Horizon Robotic Manipulation
Yunhai Feng
Jiaming Han
Zhiyong Yang
Xiangyu Yue
Sergey Levine
Jianlan Luo
LM&Ro
125
7
0
23 Feb 2025
Qwen2.5-VL Technical Report
S. Bai
Keqin Chen
Xuejing Liu
Jialin Wang
Wenbin Ge
...
Zesen Cheng
Hang Zhang
Zhibo Yang
Haiyang Xu
Junyang Lin
VLM
438
699
0
20 Feb 2025
Flow-of-Options: Diversified and Improved LLM Reasoning by Thinking Through Options
Lakshmi Nair
Ian Trase
Mark Kim
AIFin
LRM
AI4CE
118
2
0
18 Feb 2025
Scaling Autonomous Agents via Automatic Reward Modeling And Planning
Zhenfang Chen
Delin Chen
Rui Sun
Wenjun Liu
Chuang Gan
LLMAG
103
4
0
17 Feb 2025
AgentStudio: A Toolkit for Building General Virtual Agents
Longtao Zheng
Zhiyuan Huang
Zhenghai Xue
Xinrun Wang
Bo An
Shuicheng Yan
224
20
0
17 Feb 2025
Adaptive Graph of Thoughts: Test-Time Adaptive Reasoning Unifying Chain, Tree, and Graph Structures
Tushar Pandey
Ara Ghukasyan
Oktay Goktas
Santosh Kumar Radha
AI4CE
LRM
128
4
0
07 Feb 2025
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models
Xiao-Wen Yang
Xuan-Yi Zhu
Wen-Da Wei
Ding-Chu Zhang
Jie-Jing Shao
Zhi Zhou
Lan-Zhe Guo
Yu-Feng Li
KELM
LRM
82
8
0
06 Feb 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning
Jianfeng Pan
Senyou Deng
Shaomang Huang
KELM
LRM
AI4CE
106
5
0
04 Feb 2025
QLASS: Boosting Language Agent Inference via Q-Guided Stepwise Search
Zongyu Lin
Yao Tang
Xingcheng Yao
Da Yin
Ziniu Hu
Ningyu Zhang
Kai-Wei Chang
LRM
158
6
0
04 Feb 2025
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
Zishun Yu
Tengyu Xu
Di Jin
Karthik Abinav Sankararaman
Yun He
...
Eryk Helenowski
Chen Zhu
Sinong Wang
Hao Ma
Han Fang
LRM
230
11
0
29 Jan 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
217
42
0
28 Jan 2025
Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
Yuhong Sun
Zhangyue Yin
Xuanjing Huang
Xipeng Qiu
Hui Zhao
LRM
44
2
0
28 Jan 2025
ToolComp: A Multi-Tool Reasoning & Process Supervision Benchmark
Vaskar Nath
P. Raja
Claire Yoon
Sean Hendryx
LRM
59
4
0
03 Jan 2025
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Frank F. Xu
Yufan Song
Boxuan Li
Yuxuan Tang
Kritanjali Jain
...
Wayne Chi
Lawrence Jang
Yiqing Xie
Shuyan Zhou
Graham Neubig
LLMAG
197
42
0
18 Dec 2024
Closed-Loop Long-Horizon Robotic Planning via Equilibrium Sequence Modeling
Jinghan Li
Zhicheng Sun
Fei Li
243
2
0
02 Oct 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
247
132
0
18 Sep 2024
VerilogCoder: Autonomous Verilog Coding Agents with Graph-based Planning and Abstract Syntax Tree (AST)-based Waveform Tracing Tool
Chia-Tung Ho
Haoxing Ren
Brucek Khailany
119
25
0
15 Aug 2024
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Jiarui Lu
Thomas Holleis
Yizhe Zhang
Bernhard Aumayer
Feng Nan
...
Shen Ma
Mengyu Li
Guoli Yin
Zirui Wang
Ruoming Pang
LLMAG
ELM
110
39
0
08 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
164
22
0
01 Aug 2024
What type of inference is planning?
Miguel Lázaro-Gredilla
Li Yang Ku
Kevin P. Murphy
Dileep George
83
3
0
25 Jun 2024
LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning
Silin Meng
Yiwei Wang
Cheng-Fu Yang
Nanyun Peng
Kai-Wei Chang
139
29
0
20 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
203
24
0
23 May 2024
AndroidWorld: A Dynamic Benchmarking Environment for Autonomous Agents
Christopher Rawles
Sarah Clinckemaillie
Yifan Chang
Jonathan Waltz
Gabrielle Lau
...
Daniel Toyama
Robert Berry
Divya Tyamagundlu
Timothy Lillicrap
Oriana Riva
LLMAG
158
74
0
23 May 2024
Chain of Thoughtlessness? An Analysis of CoT in Planning
Kaya Stechly
Karthik Valmeekam
Subbarao Kambhampati
LRM
LM&Ro
182
52
0
08 May 2024
Self-playing Adversarial Language Game Enhances LLM Reasoning
Pengyu Cheng
Tianhao Hu
Han Xu
Zhisong Zhang
Yong Dai
Lei Han
Nan Du
Nan Du
Xiaolong Li
SyDa
LRM
ReLM
184
38
0
16 Apr 2024
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu
Shuofei Qiao
Yixin Ou
Shumin Deng
N. Zhang
Shiwei Lyu
Yue Shen
Lei Liang
Jinjie Gu
Ningyu Zhang
LLMAG
LM&Ro
171
33
0
05 Mar 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context
Zirui Wu
Yansong Feng
LMTD
ReLM
LRM
149
12
0
04 Mar 2024
1