CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards Paper • 2510.08529 • Published Oct 9 • 18
SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines Paper • 2509.21320 • Published Sep 25 • 101
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published Sep 2 • 225
Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Paper • 2507.06229 • Published Jul 8 • 75
MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly Paper • 2505.10610 • Published May 15 • 54
Towards Physically Plausible Video Generation via VLM Planning Paper • 2503.23368 • Published Mar 30 • 40
From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities Paper • 2401.15071 • Published Jan 26, 2024 • 37