EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 17 days ago • 274
Toward Skill-Native LLMs: Skill Entropy for Benchmarking and Training Long-Horizon Reasoning Paper • 2608.05139 • Published Aug 5 • 27
Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation Paper • 2508.05657 • Published Jul 30, 2025
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges Paper • 2604.13602 • Published Apr 15 • 32
From Raw Experience to Skill Consumption: A Systematic Study of Model-Generated Agent Skills Paper • 2605.23899 • Published May 22 • 29
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 • 265
LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling Paper • 2605.08083 • Published May 8 • 71
Reward Hacking in the Era of Large Models: Mechanisms, Emergent Misalignment, Challenges Paper • 2604.13602 • Published Apr 15 • 32
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