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Brandon Rozek 2023-09-26 17:43:41 -04:00
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content/research/reinforcementlearning.md
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@ -7,7 +7,7 @@ Reinforcement learning is the art of analyzing situations and mapping them to ac
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**.
I have provided a list of topics that I wish to explore in a [syllabus](syllabus)
I have provided a list of topics that I wish to explore in a [syllabus](syllabus/)
## Readings
@ -18,14 +18,14 @@ Reinforcement Learning: An Introduction
By Richard S. Sutton and Andrew G. Barto
[Reading Schedule](readings)
[Reading Schedule](readings/)
## Notes
The notes for this course, is going to be an extreemly summarized version of the textbook. There will also be notes on whatever side tangents Dr. Davies and I explore.
[Notes page](notes)
[Notes page](notes/)
I wrote a small little quirky/funny report describing the bandit problem. Great for learning about the common considerations for Reinforcement Learning problems.