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How to use GA in Reinforcement Learning instead of Gradient descent?

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I made my Environment (reset and step functions) but I want to use Genetic algorithm for NN tuning instead of gradient descent. How to do this?

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Accepted Answer

Emmanouil Tzorakoleftherakis
Hello,
Evolutionary RL is not provided out of the box as of now. To use it you would have to implement a custom training loop (see here for an example).

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Alexander
Alexander on 30 Nov 2020
I made custom training loop. I see that actorNetwork has several layers (including FullyConnected) but their Weights are [ ]. Where are weights of actorNetwork?

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