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Reduce memory usage (2-3x times)#20

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kslazarev wants to merge 2 commits intojcwleo:masterfrom
kslazarev:issue/reduce_memory_usage
Open

Reduce memory usage (2-3x times)#20
kslazarev wants to merge 2 commits intojcwleo:masterfrom
kslazarev:issue/reduce_memory_usage

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@kslazarev
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…obs, next_states, total_state, next_obs) by preallocate memory numpy arrays. Remove unnecessary np.float32 converts. Replace array copies by in-place calculations.
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