#System-as-Policy (1)

RoboFoundry: System-as-Policy Evolution for Self-Learning Embodied Agents

RoboFoundry freezes the foundation model and treats the surrounding context, skill, and semantic-binding system as the evolving policy, allowing embodied agents to diagnose failures, validate persistent repairs, and transfer improvements across benchmarks and robots.