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Reinforcement Learning

A collection of notebooks containing simple implementations of reinforcement learning algorithms.
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Q-Learning This notebook is a fork
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Jim Kan
May 9, 2023•5
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On-policy Monte Carlo control (for ε-soft policies) This notebook is a fork
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Jim Kan
May 9, 2023•4
Temporal-Difference Learning: SARSA(0)
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Jim Kan
May 9, 2023•7
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SARSA(λ) This notebook is a fork
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Jim Kan
May 9, 2023•3
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A Random Walk Through the Grid World This notebook is a fork
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Jim Kan
May 9, 2023•4
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Reinforcement Learning notes
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Jim Kan
May 9, 2023•14