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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: | |
Price: | FREE |
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