ISYE 4232

Markov Decision Processes and Introduction to Reinforcement Learning

Lecture notes: [pdf]

Demos

MDP: Dynamic Supplier Selection
Model-Based RL: Learning Machine Degradation Dynamics
Monte Carlo RL: Atlanta Commute
RL for Warehouse Robot Routing: SARSA vs. Q-Learning (interactive)

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