Smac 1

SMAC+ is an efficient exploration benchmark designed for evaluating and enhancing agents' adaptability and decision-making capabilities in complex tasks that involve multiple stages and the utilization of environmental factors. This task assesses how agents can effectively leverage environmental information to optimize their strategies for task execution, thereby achieving more efficient exploration and completion. SMAC+ not only provides researchers with a standardized testing platform but also promotes improvements in algorithm performance in dynamic environments, making it of significant academic and practical value.