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The standard form of the method has the problem that two control parameters, learning rate and temporal discount, need to be chosen appropriately. These ...







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In this section, we formulate the equivalence between TD learning with a reduced discount and TD learning with a high discount with an added regularization term ...
Discount Factor as a Regularizer in Reinforcement Learning
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The banker's discount and the true discount on a sum of money due 8 months hence are Rs. 120 and Rs. 110 respectively. Find the sum and the rate percent. Sol.
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Discount Factor as a Regularizer in RL
In TD learning, discount regularization == explicit added regularizer. ? When ... ? Discount regularization in TD is equivalent to adding a regularizer term.
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