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The Mathematics of 2048: Optimal Play with Markov Decision Processes

jdleesmiller · published 18 March 2018

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https://news.ycombinator.com/item?id=16790338
news.ycombinator.com
2048
gabrielecirulli.github.io
https://github.com/jdleesmiller/twenty48
github.com
https://en.wikipedia.org/wiki/Markov_decision_process
en.wikipedia.org
http://stats.stackexchange.com/questions/145122/real-life-examples-of-markov-decision-processes
stats.stackexchange.com
https://en.wikipedia.org/wiki/Decision_theory
en.wikipedia.org
https://www.minet.uni-jena.de/Marie-Curie-ITN/SMIF/talks/Baeuerle.pdf
minet.uni-jena.de
http://incompleteideas.net/book/the-book.html
incompleteideas.net
https://github.com/gabrielecirulli/2048
github.com
https://en.wikipedia.org/wiki/Time_value_of_money
en.wikipedia.org
https://en.wikipedia.org/wiki/Directed_acyclic_graph
en.wikipedia.org
https://en.wikipedia.org/wiki/Backward_induction
en.wikipedia.org
https://github.com/jdleesmiller/twenty48/blob/3605cfaeba0a602d9917f84d1a2862afe4ad1bb6/ext/twenty48/layer_solver.hpp
github.com
https://github.com/jdleesmiller/twenty48/blob/3605cfaeba0a602d9917f84d1a2862afe4ad1bb6/ext/twenty48/layer_q_solver.hpp
github.com
https://twitter.com/h0peth0mas
twitter.com
https://github.com/gabrielecirulli/2048/blob/ac03b1f01628038039b74b67f2e284b233bd143e/js/game_manager.js
github.com
https://github.com/jdleesmiller/twenty48/blob/master/ext/twenty48/line.hpp
github.com
https://github.com/jdleesmiller/twenty48/blob/3605cfaeba0a602d9917f84d1a2862afe4ad1bb6/test/twenty48/common/line_with_known_tests.rb
github.com
http://www.graphviz.org/
graphviz.org
https://en.wikipedia.org/wiki/Time_preference
en.wikipedia.org