Spreadsheet-RL: Advancing Large Language Model Agents on Realistic Spreadsheet Tasks via Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Chi, Banghao, Xie, Yining, Wu, Mingyuan, Yang, Jingcheng, Jiang, Jize, Li, Zhaoheng, Qian, Shengyi, Zhang, Minjia, Nahrstedt, Klara, Hou, Rui, Fan, Xiangjun, Yu, Hanchao |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Aha Moment Revisited: Are VLMs Truly Capable of Self Verification in Inference-time Scaling?
by: Wu, Mingyuan, et al.
Published: (2025)
by: Wu, Mingyuan, et al.
Published: (2025)
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
by: Wu, Mingyuan, et al.
Published: (2025)
by: Wu, Mingyuan, et al.
Published: (2025)
Circuit Tracing in Vision-Language Models: Understanding the Internal Mechanisms of Multimodal Thinking
by: Yang, Jingcheng, et al.
Published: (2026)
by: Yang, Jingcheng, et al.
Published: (2026)
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
by: Dong, Haoyu, et al.
Published: (2024)
by: Dong, Haoyu, et al.
Published: (2024)
Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning
by: Wu, Mingyuan, et al.
Published: (2025)
by: Wu, Mingyuan, et al.
Published: (2025)
Spreadsheets in Education
Published: (2017)
Published: (2017)
Spreadsheet Debugging
by: Ayalew, Yirsaw, et al.
Published: (2008)
by: Ayalew, Yirsaw, et al.
Published: (2008)
Spreadsheet Hell
by: Murphy, Simon
Published: (2008)
by: Murphy, Simon
Published: (2008)
The Evolution of Spreadsheets.
by: Schuyler, Michael
Published: (1985)
by: Schuyler, Michael
Published: (1985)
SpreadsheetArena: Decomposing Preference in LLM Generation of Spreadsheet Workbooks
by: Kundurthy, Srivatsa, et al.
Published: (2026)
by: Kundurthy, Srivatsa, et al.
Published: (2026)
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
by: Ma, Zeyao, et al.
Published: (2024)
by: Ma, Zeyao, et al.
Published: (2024)
WorkstreamBench: Evaluating LLM Agents on End-to-End Spreadsheet Tasks in Finance
by: Yen, Thomson, et al.
Published: (2026)
by: Yen, Thomson, et al.
Published: (2026)
Spreadsheets in Clinical Medicine
by: Croll, Grenville J., et al.
Published: (2007)
by: Croll, Grenville J., et al.
Published: (2007)
In Pursuit of Spreadsheet Excellence
by: Croll, Grenville J.
Published: (2008)
by: Croll, Grenville J.
Published: (2008)
Classification of Spreadsheet Errors
by: Rajalingham, Kamalasen, et al.
Published: (2008)
by: Rajalingham, Kamalasen, et al.
Published: (2008)
Auditing and Controlling AI Agent Actions in Spreadsheets
by: Sabouri, Sadra, et al.
Published: (2026)
by: Sabouri, Sadra, et al.
Published: (2026)
Spreadsheet Model Generator (SMOG)
by: Uciteli, Alexandr, et al.
Published: (2025)
by: Uciteli, Alexandr, et al.
Published: (2025)
Consensus-Free Spreadsheet Integration
by: Baylor, Brandon, et al.
Published: (2022)
by: Baylor, Brandon, et al.
Published: (2022)
Protecting Spreadsheets Against Fraud
by: Mittermeir, Roland T., et al.
Published: (2008)
by: Mittermeir, Roland T., et al.
Published: (2008)
Drivers of the Cost of Spreadsheet Audit
by: Colver, David
Published: (2011)
by: Colver, David
Published: (2011)
Impact of Errors in Operational Spreadsheets
by: Powell, Stephen G., et al.
Published: (2008)
by: Powell, Stephen G., et al.
Published: (2008)
Recommended Practices for Spreadsheet Testing
by: Panko, Raymond R.
Published: (2007)
by: Panko, Raymond R.
Published: (2007)
Reducing Overconfidence in Spreadsheet Development
by: Panko, Raymond R.
Published: (2008)
by: Panko, Raymond R.
Published: (2008)
Electronic Spreadsheet Packages for Microcomputers.
by: Gibson, Larry M.
Published: (1984)
by: Gibson, Larry M.
Published: (1984)
Spreadsheet Models of Library Activities.
by: Miller, Bruce Cummings
Published: (1984)
by: Miller, Bruce Cummings
Published: (1984)
TableTalk: Scaffolding Spreadsheet Development with a Language Agent
by: Liang, Jenny T., et al.
Published: (2025)
by: Liang, Jenny T., et al.
Published: (2025)
Spreadsheet Template for Habitat Data for Fungi
by: Schulz, Katja
Published: (2024)
by: Schulz, Katja
Published: (2024)
Spreadsheet Engineering: A Research Framework
by: Grossman, Thomas A.
Published: (2007)
by: Grossman, Thomas A.
Published: (2007)
Strategies for Addressing Spreadsheet Compliance Challenges
by: Weber, Brandon
Published: (2007)
by: Weber, Brandon
Published: (2007)
User Defined Spreadsheet Functions in Excel
by: Tyszkiewicz, Jerzy, et al.
Published: (2012)
by: Tyszkiewicz, Jerzy, et al.
Published: (2012)
Ensuring Spreadsheet Integrity with Model Master
by: Paine, Jocelyn
Published: (2008)
by: Paine, Jocelyn
Published: (2008)
Managing Cataloging Statistics with a Spreadsheet.
by: Shelton, Judith M.
Published: (1995)
by: Shelton, Judith M.
Published: (1995)
Towards Robust Real-World Spreadsheet Understanding with Multi-Agent Multi-Format Reasoning
by: Ren, Houxing, et al.
Published: (2026)
by: Ren, Houxing, et al.
Published: (2026)
Improve Nonmotorized Transportation-Solution Assessment Spreadsheet
by: Roberts, Cameron, et al.
Published: (2025)
by: Roberts, Cameron, et al.
Published: (2025)
Deploy LED Lighting-Solution Assessment Spreadsheet
by: Igugu, Henry, et al.
Published: (2025)
by: Igugu, Henry, et al.
Published: (2025)
Deploy LED Lighting-Solution Assessment Spreadsheet
by: Igugu, Henry, et al.
Published: (2025)
by: Igugu, Henry, et al.
Published: (2025)
Spreadsheet Risk - A New Direction for HMRC?
by: Price, D.
Published: (2007)
by: Price, D.
Published: (2007)
Applying the CobiT Control Framework to Spreadsheet Developments
by: Butler, Raymond J.
Published: (2008)
by: Butler, Raymond J.
Published: (2008)
Berverton and Holt equations: Spreadsheet fuctions and Uncertainty
Published: (1999)
Published: (1999)
Enterprise Spreadsheet Management: A Necessary Good
by: Baxter, Ralph
Published: (2008)
by: Baxter, Ralph
Published: (2008)
Similar Items
-
Aha Moment Revisited: Are VLMs Truly Capable of Self Verification in Inference-time Scaling?
by: Wu, Mingyuan, et al.
Published: (2025) -
VTool-R1: VLMs Learn to Think with Images via Reinforcement Learning on Multimodal Tool Use
by: Wu, Mingyuan, et al.
Published: (2025) -
Circuit Tracing in Vision-Language Models: Understanding the Internal Mechanisms of Multimodal Thinking
by: Yang, Jingcheng, et al.
Published: (2026) -
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
by: Dong, Haoyu, et al.
Published: (2024) -
Cache-of-Thought: Master-Apprentice Framework for Cost-Effective Vision Language Model Reasoning
by: Wu, Mingyuan, et al.
Published: (2025)