LEDGERMIND: Provenance-Constrained Multimodal Agentic Reasoning with a Structured Evidence Ledger Paper • 2607.28374 • Published 1 day ago • 9
SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution Paper • 2607.26784 • Published 2 days ago • 24
Anticipate and Learn: Unleashing Idle-Time Compute in Proactive Agents Paper • 2605.25971 • Published May 25 • 16
WorldReasonBench: Human-Aligned Stress Testing of Video Generators as Future World-State Predictors Paper • 2605.10434 • Published May 11 • 29
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning Paper • 2605.10923 • Published May 11 • 13
CVE-Factory: Scaling Expert-Level Agentic Tasks for Code Security Vulnerability Paper • 2602.03012 • Published Feb 3 • 3
CoBA-RL: Capability-Oriented Budget Allocation for Reinforcement Learning in LLMs Paper • 2602.03048 • Published Feb 3 • 32
ToolACE-MCP: Generalizing History-Aware Routing from MCP Tools to the Agent Web Paper • 2601.08276 • Published Jan 13 • 7
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences Paper • 2601.06789 • Published Jan 11 • 82