Yingjie Mi

PromptPilot: Game-Theoretic Multi-Agent Prompt Optimization for Segment Anything

Optimizing prompts for foundation models like SAM represents a challenging high-dimensional black-box optimization problem, fundamentally plagued by the credit assignment ambiguity. To address this, we introduce PromptPilot, a task-agnostic reinforcement learning framework that structurally decompos…