arXiv cs.CL
· Papers
Bayesian-Agent: Posterior-Guided Skill Evolution Across LLM Agent Harnesses
arXiv:2606.08348v2 Announce Type: replace Abstract: LLM agents increasingly rely on prompts, tools, memory, SOPs, skills, and harness feedback, yet current self-evolution pipelines often update these assets through heuristic reflection or raw success counts. Such updates are brittle when trajectories are sparse, expens