When (and How) to Trust the Expert: Diagnosing Query-Time Expert-Guided Reinforcement Learning

Yann Berthelot, Philippe Preux, Riad Akrour

Many continuous-control problems ship with a competent but suboptimal controller (a tuned PID, a hand-designed gait). A growing family of methods uses such controllers as queryable…