Pardon me if I am saying something stupid, but isn't Theano/Tensorflow about deep learning and not reinforcement learning. RL can be done with deep learning, but it's more than that, and I suspect that it requires a different API, in particular with the notion of actions.
G On Wed, Mar 02, 2016 at 03:29:18PM -0500, Sebastian Raschka wrote: > You mean a scikit-like interface to Theano/Tensorflow? That’s actually what > skflow intends to do. > > On Mar 2, 2016, at 3:02 PM, Nadim Farhat <nadim.far...@gmail.com> wrote: > > I was just thinking the same but , how about just making pipelines to > > Theano , TensorFlow ? > > On Wed, Mar 2, 2016 at 3:00 PM Sebastian Raschka <se.rasc...@gmail.com> > > wrote: > > I am not a core developer and thus really can’t comment about the scope of > > scikit-learn here :P. But I am a curious about how to implement it in > > scikit-learn efficiently. I think an implementation based on Theano or > > TensorFlow may be a better place for such a module (maybe skflow, which has > > a scikit-like API https://github.com/tensorflow/skflow?) > > > On Mar 2, 2016, at 2:21 PM, Michał Koziarski <michalkoziar...@gmail.com> > > > wrote: > > > Hello everyone, > > > As far as I can tell, except PyBrain (which doesn't seem to be actively > > > developed) there are no reinforcement learning libraries in Python. I was > > > wondering if community would be interested in using one and making it a > > > part of scikit-learn. Does it lie within the scope of the project? > > > Very raw idea is, as follows: > > > - to design common interface, similar to what is used in other parts of > > > scikit-sklearn; > > > - to implement established RL algorithms, reliant heavily on estimators > > > available in scikit-learn; > > > - and to prepare practical examples of what RL can be used for, to both > > > supplement documentation and encourage people not yet familiar with RL to > > > experiment with it in their own projects. > > > Once again, I would mostly like to know whether it event lies within the > > > scope of the project, or if it just won't be added because of project > > > philosophy. Other than that, I would obviously appreciate any feedback. > > > About me: I am a last master's CS student. My research interests involve > > > machine learning in general and reinforcement learning in particular; > > > this year I hope to start my PhD on the latter. My master's thesis > > > revolves around transfer learning in RL. I have experience with > > > programming in industry and on large projects. > > > Cheers, > > > Michał > > > ------------------------------------------------------------------------------ > > > Site24x7 APM Insight: Get Deep Visibility into Application Performance > > > APM + Mobile APM + RUM: Monitor 3 App instances at just $35/Month > > > Monitor end-to-end web transactions and take corrective actions now > > > Troubleshoot faster and improve end-user experience. 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