Materials design often becomes an expensive black-box optimization problem due to limitations in balancing exploration-exploitation trade-offs in high-dimensional spaces. We propose a reinforcement ...

Optimization is the process of finding the best solution to a problem by specific rules 1. Traditional optimization techniques need to satisfy the preconditions of continuity and differentiability of ...