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[Feature Request]: ResetLinear which natively support the Reset mechanism #19

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typoverflow opened this issue Nov 8, 2023 · 0 comments
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typoverflow commented Nov 8, 2023

Request to implement another Linear module, ResetLinear, which natively supports the Reset mechanism. It can accept parameters like reset_interval, which designates the step interval to reset the whole parameters of the linear. Should also implement ResetMLP class and support instantiating using the miniblock API, as well as the actors and critics.

As a template, we can refer to the implementation of EnsembleLinear or NoisyLinear, which is located at https://github.com/typoverflow/OfflineRL-Lib/blob/master/offlinerllib/module/net/basic.py .

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