AlphaZero Based Artificial Intelligence

AlphaZero-based AI focuses on developing general-purpose game-playing agents and adapting its core principles to diverse problem-solving domains. Current research emphasizes enhancing AlphaZero's flexibility through architectures like Vision Transformers and exploring alternative training methods such as direct score maximization, improving search efficiency, and applying the framework to non-game problems like matrix diagonalization and power grid optimization. This work contributes to both fundamental AI research by revealing insights into efficient learning and search strategies and to practical applications by offering novel solutions in areas like scientific computing and resource management.