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Commit Graph

6 Commits

Author SHA1 Message Date
Itai Caspi
a7206ed702 Multiple improvements and bug fixes (#66)
* Multiple improvements and bug fixes:

    * Using lazy stacking to save on memory when using a replay buffer
    * Remove step counting for evaluation episodes
    * Reset game between heatup and training
    * Major bug fixes in NEC (is reproducing the paper results for pong now)
    * Image input rescaling to 0-1 is now optional
    * Change the terminal title to be the experiment name
    * Observation cropping for atari is now optional
    * Added random number of noop actions for gym to match the dqn paper
    * Fixed a bug where the evaluation episodes won't start with the max possible ale lives
    * Added a script for plotting the results of an experiment over all the atari games
2018-02-26 12:29:07 +02:00
Zach Dwiel
39a28aba95 fix clipped ppo 2018-02-21 10:05:57 -05:00
Zach Dwiel
fff8c8f568 provide a helpful error message in the event that an exploration policy returns a vector of actions instead of a single action during value optimization agent 2018-01-20 14:11:24 -05:00
Itai Caspi
eeb3ec5497 fixed the LSTM middleware initialization 2018-01-09 10:26:15 +02:00
Zach Dwiel
6c79a442f2 update nec and value optimization agents to work with recurrent middleware 2018-01-05 20:16:51 -05:00
Gal Leibovich
1d4c3455e7 coach v0.8.0 2017-10-19 13:10:15 +03:00