File-Helper

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authored 2 papers 5 months ago

Iterative Tool Usage Exploration for Multimodal Agents via Step-wise Preference Tuning

Paper • 2504.21561 • Published Apr 30, 2025 • 1

Efficient Multi-turn RL for GUI Agents via Decoupled Training and Adaptive Data Curation

Paper • 2509.23866 • Published Sep 28, 2025 • 14

authored 4 papers 9 months ago

FIRE: A Dataset for Feedback Integration and Refinement Evaluation of Multimodal Models

Paper • 2407.11522 • Published Jul 16, 2024 • 9

Multi-modal Agent Tuning: Building a VLM-Driven Agent for Efficient Tool Usage

Paper • 2412.15606 • Published Dec 20, 2024 • 2

TongUI: Building Generalized GUI Agents by Learning from Multimodal Web Tutorials

Paper • 2504.12679 • Published Apr 17, 2025 • 1

Chain-of-Focus: Adaptive Visual Search and Zooming for Multimodal Reasoning via RL

Paper • 2505.15436 • Published May 21, 2025 • 2