Projects – Pedro Ochoa Navarrete

Probabilistic Inference and Ghost Tracking

Built probabilistic Pacman agents that track invisible ghosts using Bayesian networks, exact inference, and particle filtering."

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Reinforcement Learning Agents

Developed reinforcement learning agents using value iteration, Q-learning, and approximate Q-learning for control and decision-making tasks.

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Game AI: Search and Adversarial Agents

Built intelligent Pacman agents using classic search algorithms and adversarial planning (minimax, expectimax, alpha–beta pruning).

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