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Deep Reinforcement Learning library for humans

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It would be really nice if we could have an example that re-implements the original [DQN ](https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf) paper exactly. The Ms. PacMan one is pretty close but AFAIK it has...

The idea comes from lasagne: https://github.com/Lasagne/Lasagne/issues/611 Some functions have the same functional, but 2 backends can return different format of results. However, it is not a big issue if we...

Universe supports vectorized environments. Would be great to support them in Gym pool

Right now recurrent memory cells have clumsy weight management. - manual weight initialization during layer creation https://github.com/yandexdataschool/AgentNet/blob/master/agentnet/memory/rnn.py#L260-L266 - inside there's more than one layer so one can't simply get lstm.W_this_to_that...

enhancement
Memory