- The AI employs the Monte Carlo Tree Search (MCTS) algorithm to explore future states, assign rewards, backtrack, and evaluate the goodness of states to determine optimal actions based on the most visited root node state.
- AlphaZero, an advanced reinforcement learning algorithm and successor to AlphaGo, improved efficiency in learning and decision-making with fewer MCTS iterations, surpassing AlphaGo's performance in the complex game of Go.
- Inspired by AlphaZero, I developed an AI bot for Connect-4, a seemingly simple yet strategically complex game, training it to a level where it can defeat an average player.
- Challenge the AI in a game of Connect-4, and if you win, take pride in demonstrating that human players can still outperform AI.
Play Game
