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Pacman AI Agent

Built AI algorithms for Pacman simulation with strategic decision-making

Tags:PythonNumPyMatplotlib
Pacman AI Agent

Example output: Built AI algorithms for Pacman simulation with strategic decision-making

Built AI algorithms for Pacman simulation with strategic decision-making
Implemented search strategies (DFS, BFS, A* Search)
Developed Minimax and Expectimax algorithms
Applied Q-Learning and Value Iteration
  • Fine-tuned reward functions

Project Notes (v1)

Building writeup soon — meanwhile, here's what I'd improve next.

What I'd improve next

  • • Enhanced error handling and edge cases
  • • Performance optimizations
  • • Additional features based on user feedback