Lighthouse RL: Sample-Efficient Circuit Optimization via Strategic Reset Points

Mustafa Emre Gürsoy, Stefan Uhlich, Ryoga Matsuo +6

In this paper, we introduce Lighthouse RL, a sample-efficient reinforcement learning (RL) approach for analog circuit sizing. Traditional methods lack generalization across differe…