Locating Values in the Space of Possibilities.

Where do values live in thought? A straightforward answer is that we (or our brains) make decisions using explicit value representations which are our values. Recent work applying reinforcement learning to decision-making and planning suggests that, more specifically, we may represent both the instr...

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Bibliographic Details
Published in:Philosophy of Science Vol. 92; no. 1; pp. 121 - 141
Main Author: Aronowitz, Sara
Format: Article
Published: Cambridge University Press Jan2025
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Online Access:View this record in EBSCOhost
Description
Summary:Where do values live in thought? A straightforward answer is that we (or our brains) make decisions using explicit value representations which are our values. Recent work applying reinforcement learning to decision-making and planning suggests that, more specifically, we may represent both the instrumental expected value of actions as well as the intrinsic reward of outcomes. In this paper, I argue that identifying value with either of these representations is incomplete. For agents such as humans and other animals, there is another place where reward can be located in thought: the division of the space of possibilities or "state space."