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Math is Hard, use SARSA (Mayo)

\[Q(s, a) \leftarrow Q(s, a) + \alpha \left[ R + \gamma Q(s', a') - Q(s, a) \right]\]

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SARSA What did you expect?

Code is Easy

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import numpy as np

def sarsa():
    return np.random.rand()

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