The creation of Checkers AI, an artificial intelligence system designed to excel in the game of checkers. The project aims to develop an AI capable of adapting to and exploiting various game dynamics by integrating machine learning algorithms, game theory principles, and strategic analysis.
- The AI's foundation was built on a human and AI checker game dataset.
- Utilizing a minimax algorithm with future improvement through alpha-beta pruning, the AI optimizes its play strategy through iterative learning processes.
- The Checkers AI demonstrates remarkable competencies across different levels of play, showcasing its ability to challenge expert human players.
- This advancement not only elevates the AI's strategic gameplay but also contributes to the broader field of AI research, highlighting the potential of artificial intelligence in complex decision-making scenarios.