/UC-Berkeley-AI-Pacman-Projects

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UC-Berkeley-AI-Pacman-Projects

  • Project 1: Search (BFS, DFS, UCS, A*)

  • Project 2: MultiAgent (Reflex Agent, Minimax Pruning, Alpha Beta Pruning, Expected Minimax Agent)

  • Project 3: Tracking (Exact Inference, Approximate Inference, Joint Particle Filter)

  • Project 4: Reinforcement Learning(Value Iteration, Q-Learning)

  • Source: http://ai.berkeley.edu/project_overview.html