how to write DDPG Algorithm at case of L2 Regularization, ADAM Optimization and Number-of-​steps-to-l​ook-ahead ?

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Abd-Elhamid Nabeel
Abd-Elhamid Nabeel 2023-4-29
I would like to inquiry how to write the DDPG algorithm if L2 Regularization, ADAM optimization and certain number of steps to look ahead exist in the code ?
i want to know the whole sequence in details like :
1- how the transitions are stored in replay buffer based on certain number of steps to look ahead
2- how could be the shape of cost function if L2 Regularization exist
3- how does adam optimizer works at this case

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