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Tyler Shepherd's Projects

advent-of-code-2019 icon advent-of-code-2019

Solutions to advent of code 2019. So far all Python, pretty straight-forward solutions

albums-genres icon albums-genres

Personal project using MusicStoryAPI (http://developers.music-story.com/developers) to catalog the genres of albums in a spreadsheet

dominion_rl icon dominion_rl

Building an AI for the board game "Dominion" through online reinforcement learning (q-learning) with neural networks.

foo_bar icon foo_bar

My solutions to the Google foo.bar challenges.

parallelagents icon parallelagents

Massively parallel implementation of agent modeling system "Sugarscape." (https://en.wikipedia.org/wiki/Sugarscape)

ranked_pairs_put_reinforcement icon ranked_pairs_put_reinforcement

Applying reinforcement learning to solve the PUT (parallel universes tiebreaking) problem for Tideman's ranked pairs social choice algorithm.

traveling_santa_2018 icon traveling_santa_2018

My solution to Kaggle's Traveling Santa 2018 - Prime Paths problem. https://www.kaggle.com/c/traveling-santa-2018-prime-paths/data. Uses DBSCAN clustering to find clusters, computes the Traveling Salesman Problem over the clusters, then solves the TSP within each cluster. Some initial code taken from https://www.kaggle.com/theoviel/greedy-reindeer-starter-code.

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