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[WIP] Avoid action_space.sample #244

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[WIP] Avoid action_space.sample #244

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@muupan muupan commented Feb 15, 2018

Resolves #205

gym.spaces.Space.sample uses its own random state, so it is not affected by chainerrl.misc.set_random_seed.

This PR adds chainerrl.misc.sample_from_space as an alternative that uses numpy's global random state.

@muupan muupan changed the title Avoid action_space.sample [WIP] Avoid action_space.sample Feb 15, 2018
@toslunar toslunar self-assigned this Oct 10, 2018
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Stop using acton_space.sample() for exploration
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@muupan @toslunar