WeaveBench: A Long-Horizon, Real-World Benchmark for Computer-Use Agents with Hybrid Interfaces Paper • 2606.09426 • Published Jun 8 • 104
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Paper • 2605.23899 • Published May 22 • 29
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Paper • 2605.23904 • Published May 22 • 254
World-R1: Reinforcing 3D Constraints for Text-to-Video Generation Paper • 2604.24764 • Published Apr 27 • 119
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges Paper • 2604.13602 • Published Apr 15 • 32
BizGenEval: A Systematic Benchmark for Commercial Visual Content Generation Paper • 2603.25732 • Published Mar 26 • 11
BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation Paper • 2602.02554 • Published Jan 30 • 8
Learning Query-Specific Rubrics from Human Preferences for DeepResearch Report Generation Paper • 2602.03619 • Published Feb 3 • 28
TRIP-Bench: A Benchmark for Long-Horizon Interactive Agents in Real-World Scenarios Paper • 2602.01675 • Published Feb 2 • 10
Controllable Memory Usage: Balancing Anchoring and Innovation in Long-Term Human-Agent Interaction Paper • 2601.05107 • Published Jan 8 • 24