> 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.
Sure, I understan
Any RL package will have be heavily focused on non-iid data (timeseries,
basically) with the additional difficulty of the agent
effecting/interacting with the environment it is operating in. I agree with
you Gael - many packages for "deep learning" also don't handle this type of
data/these models (
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 a
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 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 Sebastia
On Wed, Mar 02, 2016 at 11:34:17AM -0800, Jacob Schreiber wrote:
> Reinforcement learning is an exciting field of machine learning, and you're
> right that it seems underrepresented in Python. However, I don't think that it
> falls within the strict scope of the scikit-learn API.
Indeed. There's
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
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
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
s
I see. Thank you for quick answer.
2016-03-02 20:31 GMT+01:00 Andreas Mueller :
>
>
> On 03/02/2016 02:21 PM, Michał Koziarski wrote:
> > 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 wonde
On 03/02/2016 02:21 PM, Michał Koziarski wrote:
> 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
Reinforcement learning is an exciting field of machine learning, and you're
right that it seems underrepresented in Python. However, I don't think that
it falls within the strict scope of the scikit-learn API.
On Wed, Mar 2, 2016 at 11:21 AM, Michał Koziarski wrote:
> Hello everyone,
>
> As far
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