The transition from AlphaGo's human-data-driven training approach to AlphaZero's self-play learning method marks a significant advancement in the field of artificial intelligence, particularly in the realm of advanced reinforcement learning. The key advantages of AlphaZero's self-play learning method over the initial human-data-driven training approach used by AlphaGo can be understood through several critical dimensions: data