arXiv cs.CLPaper
Experience Funnel: A State-Policy Alternating Loop for Self-Evolving Agents
This is a pragmatic architecture for agents that learn from experience without getting stuck updating. The alternating loop between textual state and policy is a useful pattern for production systems. If you're building agents that need to improve over time, this approach bridges the speed-reusability tradeoff better than either alone.