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ECE-517: Reinforcement Learning in Artificial Intelligence: Lecture 2: Evaluative Feedback (Exploration vs. Exploitation) PDF

23 Pages·2014·English
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by ['edwindove']| 2014| 23 pages| English

About ECE-517: Reinforcement Learning in Artificial Intelligence: Lecture 2: Evaluative Feedback (Exploration vs. Exploitation)

This document summarizes key concepts from a lecture on reinforcement learning. It discusses evaluative feedback, the n-armed bandit problem, exploration vs exploitation tradeoffs, and several methods for estimating action values including sample averages, softmax selection, and tracking nonstationary rewards. The document also covers pursuit methods and associative search techniques for reinforcement learning tasks.

Detailed Information

Author:['edwindove']
Publication Year:2014
Pages:23
Language:English
Format:PDF
Price:FREE
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