Agent-Omit: Training Efficient LLM Agents for Adaptive Thought and Observation Omission via Agentic Reinforcement Learning Paper • 2602.04284 • Published Feb 4 • 13
Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum Paper • 2510.27571 • Published Oct 31, 2025 • 19
DeepResearchEval: An Automated Framework for Deep Research Task Construction and Agentic Evaluation Paper • 2601.09688 • Published Jan 14 • 127
Foundation Models for Scientific Discovery: From Paradigm Enhancement to Paradigm Transition Paper • 2510.15280 • Published Oct 17, 2025 • 16
DeepTravel: An End-to-End Agentic Reinforcement Learning Framework for Autonomous Travel Planning Agents Paper • 2509.21842 • Published Sep 26, 2025 • 3
Not All Thoughts are Generated Equal: Efficient LLM Reasoning via Multi-Turn Reinforcement Learning Paper • 2505.11827 • Published May 17, 2025 • 1
UrbanKGent Collection The UrbanKGC agent family consisting of UrbanKGent-7/8/13B version. • 3 items • Updated Oct 4, 2024 • 3
