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README.md

pacman-AI

Implementation of various AI techniques to solve pacman game. It is part of CS188 AI course from UC Berkeley.

Topics include:

Search: DFS, BFS, UCS, A*, Herustics
Multi-Agent Search: Reflex Agents, Minimax, Alpha-beta pruning, Expectimax
Reinforcement: Value Iteration, Policies, TD-Learning, Q-Learning, Approximate Q-Learning
Bayes' Net and Filtering: Exact Inference, Approximate Inference, Particle Filtering

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Implementation of reinforcement learning algorithms to solve pacman game. Part of CS188 AI course from UC Berkeley.

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