Two LLM agents with opposing goals often capitulate or stall rather than compete. Researchers introduced the Experience Orchestrator, a governance layer using a Contextual Bandit to manage joint trajectories. Tested in financial simulations, this system prevents premature conversation termination. It provides a blueprint for maintaining agent persistence in adversarial interactions.