Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks Paper • 2510.08002 • Published Oct 9, 2025 • 23
Surrogate Signals from Format and Length: Reinforcement Learning for Solving Mathematical Problems without Ground Truth Answers Paper • 2505.19439 • Published May 26, 2025 • 30
TrustGeoGen: Scalable and Formal-Verified Data Engine for Trustworthy Multi-modal Geometric Problem Solving Paper • 2504.15780 • Published Apr 22, 2025 • 6
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning Paper • 2503.07365 • Published Mar 10, 2025 • 61
MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning Paper • 2503.07365 • Published Mar 10, 2025 • 61
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback Paper • 2501.03916 • Published Jan 7, 2025 • 16
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training Paper • 2412.11863 • Published Dec 16, 2024 • 4
Chimera: Improving Generalist Model with Domain-Specific Experts Paper • 2412.05983 • Published Dec 8, 2024 • 9
OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations Paper • 2412.07626 • Published Dec 10, 2024 • 28
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling Paper • 2412.05271 • Published Dec 6, 2024 • 159
On the Road with GPT-4V(ision): Early Explorations of Visual-Language Model on Autonomous Driving Paper • 2311.05332 • Published Nov 9, 2023 • 11