Simple Explanation of the Minimax Algorithm with AlphaBeta Pruning with Connect 4

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This video explains the fundamentals behind the Minimax algorithm and Alpha-Beta Pruning and how it can be utilized in two-player turn-taking games such as Connect 4. Written instructions and example code are available on the Science Buddies website: https://www.sciencebuddies.org/scienc... • Minimax with Tic-Tac-Toe video: • Simple Explanation of the Minimax Alg... • Science Buddies also hosts a library of instructions for over 1,500 other hands-on science projects, lesson plans, and fun activities for K-12 parents, students, and teachers! Visit us at http://www.sciencebuddies.org to learn more. • 0:00 Introduction • 0:09 Basics of Connect 4 • 0:23 Minimax Algorithm • 1:01 Problems Minimax faces with Connect 4 • 1:38 What if we didn't have to explore to the bottom of the tree? • 2:04 Creating an evaluation function by assigning a weight to each position • 2:58 Walkthrough of the Minimax algorithm with Connect 4 • 3:55 Introduction to Alpha-Beta Pruning • 4:34 Walkthrough of Minimax algorithm with Alpha-Beta Pruning • 8:02 Alpha-Beta Pruning might not always prune branches • 8:27 Conclusion • #STEM #sciencebuddies • ******************************* • Connect with Science Buddies: • X: https://x.com/ScienceBuddies • FACEBOOK: / sciencebuddies • INSTAGRAM: / scibuddy • PINTEREST: / sciencebuddies

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