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General purpose framework for deep reinforcement learning

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If I want to try this framework out, which branch should I use? Master or updated-sim-architecture?

After a large number of iterations HDF5 whiffs and throws the error: ``` python RuntimeError: Unable to register datatype (Can't insert duplicate key) ``` More details can be found here:...

We should allow the user to pick what datatype they want to use for training. We can add this to the settings dictionary. It could look like ``` python 'dtype'...

Does it make sense for the visualization to be on while experience tuples are being generated? We can just visualize during evaluation, since that will show how well the policy...

question

need to add a learner to support recurrent neural nets

We should include tensorflow as a potential backend for the framework.

enhancement

Should we automatically check if the user is requesting only the current observation as input to the DQN? We can then decide to use a more efficient memory sampling scheme...

question