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Commits on Sep 26, 2019

• Adding MIT license. Feel free to use this code however you want!

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• Moved the requirement scipy to lazily import under mm_mutation since I don't actually use that version of mutation here.

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• Merge pull request #2 from asgaines/asgaines/requirements

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• Add requirements and install command

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Commits on Sep 25, 2019

• Adding a first draft for README. Let me know if there is more stuff you would like in here or any features/abilities added

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Commits on Sep 22, 2019

• Removed snake_ai.py since I do everything under snake_app

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• Cleaning up code

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Commits on Sep 20, 2019

• Fixed snake to check the set rather than the deque...oops. Added red color for testing. will remove

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Commits on Sep 18, 2019

• Fixed issue with snake being able to consume more apples than possible. This happened because of how I track snake body positions as a set and snake array as deque. This ended up resulting in an up…

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Commits on Sep 12, 2019

• Added code so I can re-run some populations. Added FPS/show as params

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Commits on Sep 11, 2019

• Adding GUI changes

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• Small graphical changes

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Commits on Sep 10, 2019

• Fixing GUI stuff

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• Some basic changes

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Commits on Sep 9, 2019

• Added mu+lambda and mu,lambda selection. Added lifespan for individuals for mu+lambda. Made everything rely on what is in settings in order to clean up code.

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Commits on Sep 6, 2019

• Added csv saving/loading for stats to be graphed later so I can finally compare different GA strats

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• Adding stuff for GA

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Commits on Sep 3, 2019

• Adding stuff for different selection methods. Snakes currently converge to around 50 apples. Trying different selection/crossover approaches for more exploration

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Commits on Aug 28, 2019

• Adding better save ability

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Commits on Aug 27, 2019

• Added better saving of the snake. Tweaking GA stuff and testing

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• Adding stuff for GA. Currenly geting average 32 apples per snake around gen 80. Need to get some more biodiversity through the fitness function

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Commits on Aug 26, 2019

• Changed GA to take in chromosome rather than individual

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• Fixed NN params

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• Adding stuff for GA. Tweaking still

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Commits on Aug 25, 2019

• Stuff for GA. Snake is not converging well so something needs to be tweaked

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Commits on Aug 24, 2019

• Adding stuff for GA finally

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Commits on Aug 23, 2019

• Snake is now an Individual. Have not fully implemented GA portion yet. Added displaying of settings in the app. Added encode/decode of chromosome as well (still needs to be tested)

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Commits on Aug 22, 2019

• Adding stats window

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Commits on Aug 21, 2019

• Snake now shares inputs with nn_viz for live updating of the inputs. Next I want to add some stats like generation, best fitness, best score and possibly a graph of average fitness over generations…

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• Add snake stuff

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Commits on Aug 20, 2019

• Created an application window to hold a network and a visual game of snake. The visualization of the network seems to work. Need to connect the sensors from snake to the network and update them. Sh…

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• Adding some stuff that will make up the neural network architecture for the snake

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• Basic NN can do feed forward now

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Commits on Aug 19, 2019

• Adding some visualizations to what the snake can see at a given time

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• Adding some stuff for snake

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