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Commits on Mar 26, 2019

• improved results for first 7 notebooks. Other results to come soon

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Commits on Feb 14, 2019

• Improved action distribution stack plot by adding annotations and shortening to prevent overlap with the legend

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• fixed bad function call in 01 and 02. Added model saving before figure draw

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• improved stat collection. At every timestep, collect: Avg. temporal difference, action selection frequency, sigma parameter magnitude. Plot all results. Only Q-Learning based methods support this i…

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Commits on Feb 13, 2019

• Fixed inefficiency in NoisyNets. Previous method for tracking the magnitude of the exploration parameters was very slow; this fix speeds up tracking to negligable time complexity

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• 02, 03, and 04 new results

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Commits on Feb 11, 2019

• 02.NStep_DQN.ipynb QoL update

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• Training bug in 01.DQN.ipynb fixed (mention in issue #7). Updated Plotting code. Added MSE as an option for the loss function (now default for DQN). New results for 01.DQN.ipynb. Retesting other no…

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Commits on Nov 29, 2018

• fixed plotting bug (missing variables) referenced in Issue #5

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Commits on Oct 25, 2018

• removed erroneous finish_nstep() and reset_hx() call in DQN.ipynb, referenced in Issue #2

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Commits on Oct 18, 2018

• fixed discounting issue with Quantile Rainbow. Discussed in Issue #1

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Commits on Jul 23, 2018

• fixed drqn results

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Commits on Jul 17, 2018

• PPO Notebook title fix

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• PPO dev and ipynb versions added. README updated

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Commits on Jul 16, 2018

• GAE dev and test versions added. Updated README

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Commits on Jul 15, 2018

• plotting fix and a2c result added

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Commits on Jul 13, 2018

• Merge branch 'master' of github.com:qfettes/DeepRL-Tutorials

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• frame count fix for a2c

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• Update README.md

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• A2C development and notebook version added

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Commits on Jun 21, 2018

• Development version of A2C uploaded

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Commits on Jun 20, 2018

• fixed plotting bug

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• fixed plotting bug

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• Updated plotting code and added model saving code

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• better saving and plotting code

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• Confirmed Correct: development version of DRQN

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Commits on Jun 19, 2018

• fixed default hyperparamters

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• fixed default hyperparamters

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• fixed default hyperparamters

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• refactored all dev code for new config setup. fixes bug in IPython notebooks using wrong hyperparamters

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• updated DQN

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Commits on Jun 18, 2018

• DRQN fix. Fixed broken code links

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• shape fix for recurrent atari agent

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• changed matplotlib backend

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• functioning, efficient development drqn implementation

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