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Implementation of Guided Policy Search #21

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kabirahuja2431 opened this issue Oct 12, 2018 · 7 comments
Open

Implementation of Guided Policy Search #21

kabirahuja2431 opened this issue Oct 12, 2018 · 7 comments
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new-model New model to be implemented in the framework

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@kabirahuja2431
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Can you implement Guided Policy Search Algorithm as described here (https://papers.nips.cc/paper/5444-learning-neural-network-policies-with-guided-policy-search-under-unknown-dynamics.pdf). There isn't any good implementation available online for this algorithm and it is super-useful for Robotics and meta learning problems.

Thanks

@MillionIntegrals
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Hi, thank you for a featrue request! I'll give paper a read and I'll get back to you.

@MillionIntegrals MillionIntegrals self-assigned this Oct 12, 2018
@MillionIntegrals MillionIntegrals added the enhancement New feature or request label Oct 12, 2018
@kabirahuja2431
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Thanks a lot :)

@MillionIntegrals MillionIntegrals added new-model New model to be implemented in the framework and removed enhancement New feature or request labels Oct 16, 2018
@MillionIntegrals
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I've reviewed the literature and ideas behind GPS and iLQR look really interesting. I need to finish a few projects beforehand, but I'll get back to this late November/early December.

@kabirahuja2431
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Sure. Thanks again!

@dujinyu
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dujinyu commented Jan 2, 2020

@BDEvan5
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BDEvan5 commented Aug 31, 2020

Did you get to implementing the algorithm? I can't find it if you did.
I think it would be very useful if you have time.

@dujinyu
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dujinyu commented Aug 31, 2020

Did you get to implementing the algorithm? I can't find it if you did.
I think it would be very useful if you have time.

no

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