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The complexity may miss one more $A$
https://github.com/erachelson/rlvs_rl_fundamentals/blob/main/RL%20fundamentals.ipynb
In chapter Approximate Dynamic Programming the answer of the poll question of time complexity, may miss one more S*A*S
, and in the sentence Qnew[x,a] += p * (r + np.max(Q[y,:]) )
, np.max
need an additional complexity of Q[y,:]
.
So, the final complexity should be
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