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Download Learning What To Value: Daniel Dewey by ['Charbel Avognon'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About Learning What To Value: Daniel Dewey
This document summarizes Daniel Dewey's paper on creating artificial general intelligence (AGI) agents that learn to pursue values aligned with human values. It discusses limitations of traditional reinforcement learning agents, which only learn to maximize rewards. This can cause them to pursue goals that conflict with human values. The document proposes "value learners" - agents that can learn and maximize any utility function, allowing them to be designed to pursue human values rather than just maximize rewards. It outlines how value learners use an "observation-utility function" to evaluate outcomes based on all available information, not just rewards.
Detailed Information
| Author: | ['Charbel Avognon'] |
|---|---|
| Publication Year: | 2016 |
| Pages: | 8 |
| Language: | English |
| Format: | |
| Price: | FREE |
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