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min-max-algorithm

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This project implements various AI techniques for controlling Pac-Man agents, developed as part of UC Berkeley's CS188 Intro to AI course. It explores search algorithms, neural networks, Markov Decision Process (MDP) and reinforcement learning in a simulated environment.

  • Updated Aug 27, 2024
  • Python

🤖📚 Comprehensive AI Learning Repo: Master DFS, BFS, DLS, IDS, UCS, Bidirectional Search, Greedy, A*, Mini-max, Alpha-beta Pruning, and Genetic Algorithm. Your go-to resource for AI course notes, lab codes, and exploration

  • Updated Jan 26, 2024
  • C++

This is a modified version of the classic checkers game created for academic purposes as a project for the AI Laboratory. The game introduces unique features, including vertical piece movements , special power pieces such as archers, king, and hero. The AI is implemented using the Min-Max algorithm with a depth level of 3 for strategic gameplay.

  • Updated Jan 6, 2024
  • Python

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