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Date
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2024-05-14
99.84.71.120
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ClassC
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2024-10-10
99.84.71.193
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2024-11-17
99.84.71.13
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HTTP/1.1 200 OKContent-Type: text/htmlContent-Length: 52177Connection: keep-aliveDate: Thu, 16 Nov 2023 13:45:59 GMTLast-Modified: Thu, 14 Nov 2019 18:05:35 GMTETag: 1487bde704bdc43e58165743fd1eb2efAc !doctype html>html> head> title> | Chris Swierczewskis Website/title> meta charsetutf-8> meta nameviewport contentwidthdevice-width> link relstylesheet href/assets/css/katex.min.css> link relstylesheet href/assets/css/styles.css> link relstylesheet href/assets/css/syntax.css> /head> body> div classsite-title>Chris Swierczewskis Website/div> nav> - a href/ stylefont-weight: bold;> Home/a> - a href/archive.html > Archive/a> - a href/about.html > About/a> - /nav> h1>Learning Reinforcement Learning - Part 3/h1>span classpage-date>Nov 1, 2019/span>p>In my a href/2019/10/31/learning-reinforcement-learning-part2.html>previous post/a> we implemented and tested several basicreinforcement learning agents. In this post we take a short break from deeplearning and explore the FFAI Blood Bowl gym environment. We examine the statespace and action space. We will also manually run through a couple actionsexploring the changing state as we go. All of the code I used to generate theplots in this post is available in a hrefhttps://github.com/cswiercz/blood-bowl-bot/blob/master/notebooks/ffai-explorer.ipynb>this/a> Jupyter notebook./p>h2 idexploring-the-state-space>Exploring the State Space/h2>p>The FFAI Blood Bowl environment state consists of three components: thestrong>board/strong>, strong>game state/strong>, and strong>game procedure/strong>. The strong>board/strong> is a span classkatex>span classkatex-mathml>math>semantics>mrow>mi>C/mi>mo>×/mo>mi>H/mi>mo>×/mo>mi>W/mi>/mrow>annotation encodingapplication/x-tex>C imesH imes W/annotation>/semantics>/math>/span>span classkatex-html aria-hiddentrue>span classbase>span classstrut styleheight:0.76666em;vertical-align:-0.08333em;>/span>span classmord mathdefault stylemargin-right:0.07153em;>C/span>span classmspace stylemargin-right:0.2222222222222222em;>/span>span classmbin>×/span>span classmspace stylemargin-right:0.2222222222222222em;>/span>/span>span
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