VideoDeepResearch: Long Video Understanding With Agentic Tool Using Paper • 2506.10821 • Published Jun 12, 2025 • 19
WebSailor: Navigating Super-human Reasoning for Web Agent Paper • 2507.02592 • Published Jul 3, 2025 • 123
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 141
Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments Paper • 2508.08791 • Published Aug 12, 2025 • 16
LLM-I: LLMs are Naturally Interleaved Multimodal Creators Paper • 2509.13642 • Published Sep 17, 2025 • 9
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks Paper • 2510.08002 • Published Oct 9, 2025 • 23
DeepAgent: A General Reasoning Agent with Scalable Toolsets Paper • 2510.21618 • Published Oct 24, 2025 • 101
AgentFold: Long-Horizon Web Agents with Proactive Context Management Paper • 2510.24699 • Published Oct 28, 2025 • 71
Surfer 2: The Next Generation of Cross-Platform Computer Use Agents Paper • 2510.19949 • Published Oct 22, 2025 • 39
The Era of Agentic Organization: Learning to Organize with Language Models Paper • 2510.26658 • Published Oct 30, 2025 • 29
GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization Paper • 2511.15705 • Published Nov 19, 2025 • 97
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published Nov 26, 2025 • 123