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Fixed titles, math rendering, and links on some pages

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Brandon Rozek 2021-07-26 09:13:20 -04:00
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content/research/reinforcementlearning.md
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@ -3,7 +3,6 @@ Title: Reinforcement Learning
Description: The study of optimally mapping situations to actions
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# Reinforcement Learning
Reinforcement learning is the art of analyzing situations and mapping them to actions in order to maximize a numerical reward signal.
In this independent study, I as well as Dr. Stephen Davies, will explore the Reinforcement Learning problem and its subproblems. We will go over the bandit problem, markov decision processes, and discover how best to translate a problem in order to **make decisions**.
@ -38,8 +37,6 @@ Code will occasionally be written to solidify the learning material and to act a
[Github Link](https://github.com/brandon-rozek/ReinforcementLearning)
Specifically, if you want to see agents I've created to solve some OpenAI environments, take a look at this specific folder in the Github Repository
[Github Link](https://github.com/Brandon-Rozek/ReinforcementLearning/tree/master/agents)
Specifically, if you want to see agents I've created to solve some OpenAI environments, take a look at this specific folder in the Github Repository. [Github Link](https://github.com/Brandon-Rozek/ReinforcementLearning/tree/master/agents)