cs 7642 reinforcement learning calculate temporal difference td

please refer to the PDF attached for complete question and calculate TD(λ)

Find a value of

, strictly less than 1, such that the TD estimate for

equals that of the

λ

λ

TD(1) estimate. Round your answer for

to three decimal places.

λ

●

This HW is designed to help solidify your understanding of the Temporal Difference

algorithms and k-step estimators. You will be given the probability to State 1 and a vector

of rewards {r0, r1, r2, r3, r4, r5, r6}

●

You will be given 10 test cases for which you will return the best lambda value for each.

Your answer must be correct to 3 decimal places. You may use any programming

language and libraries you wish.

 

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