From Task Allocation to Risk Clearing: A Unifying Interface for Mixed Human-Agent Societies

Vassilis Vassiliades

As humans, robots, and software agents increasingly share safety-critical environments, coordination must move from static task allocation to managing uncertain commitments. Existi…