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Commits on Oct 8, 2018

• support tensorflow 1.11, gym 0.10.8

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Commits on Apr 25, 2017

• add option to transfer lower layers only from pretrained model

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Commits on Apr 19, 2017

• add support for gopher game

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Commits on Apr 14, 2017

• pretrain in dqn to mimic target net from supervised model

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Commits on Apr 13, 2017

• remove old scripts

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• merge conflict

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• updated pong minimal actions

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• fix bugs by updating function calls to GameState class

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Commits on Apr 12, 2017

• Update gym_fun.py

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Commits on Apr 6, 2017

• add option to pretrain dqn with demos in replay memory for k steps

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Commits on Mar 28, 2017

• add support for collecting demo from a model as optimal agent

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• add support for dividing dataset with training and validation set

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Commits on Mar 23, 2017

• bug fix and minor change

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• add beamrider game support

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• add game argparser for testing atari gym env

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Commits on Mar 22, 2017

• update way of incorporating advice

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• add terminate loss of of life argument for collecting demo

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Commits on Mar 21, 2017

• support for demo memory folder argument

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• bug fix, not finding session when saving

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  fa71b73

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• update .gitignore

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  1ff3aef

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• support aggregation of demos into a single file

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• change args for human and random demo collection

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Commits on Mar 20, 2017

• change to arrow keys for human demo with multiple-key press support

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Commits on Mar 18, 2017

• add psi argument for human advice

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• minor changes, more debugging info

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Commits on Mar 17, 2017

• fix file names, unify demo classification in one run script, add advice

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• change how output layer is scaled, by normalizing with max output value

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• add human advice option during training

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• updated

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• add support for cpu only

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Commits on Mar 15, 2017

• add support for printing total time

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• add support for qbert game

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• add support for random action demo collection

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Commits on Mar 9, 2017

• add support spaceinvaders, minor changes

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• create utility function to save compressed images

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