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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/notes/bandits.md
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# Chapter 2: Multi-armed Bandits
---
title: Chapter 2 - Multi-armed Bandits
showthedate: false
math: true
---
Reinforcement learning *evaluates* the actions taken rather than accepting $instructions$ of the correct actions. This creates the need for active exploration.
@ -141,4 +145,4 @@ This is an example of an *associative search* task, so called because it involve
If actions are allowed to affect the next situation as well as the reward, then we have the full reinforcement learning problem. This will be presented in the next chapter of the book with its ramifications appearing throughout the rest of the book.
![1536321791927](/home/rozek/Pictures/1536321791927.png)
![1536321791927](/home/rozek/Pictures/1536321791927.png)