GitHub / zyxsjdy / Solve-the-Gridworld-Problem-with-Reinforcement-Learning
Based on the book --- Reinforcement Learning: An Introduction (2nd ed, 2018) by Sutton and Barto. For the Reinforcement Learning course Assignment 2 (see Gridworld Problem 1.pdf) at Memorial University of Newfoundland, Jul. 18, 2024
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Topics: bellman-equation, bellman-optimality-equation, gridworld, iterative-policy-evaluation, monte-carlo-method, off-policy-mc-control, off-policy-mc-prediction, on-policy-mc-control-without-exploring-starts, on-policy-mc-prediction, on-policy-mc-with-exploring-starts, policy-improvement, policy-iteration, reinforcement-learning, value-iteration