Reinforcement learning: A brief guide for philosophers of mind

Philosophy Compass 17 (9):e12865 (2022)
  Copy   BIBTEX

Abstract

I argue for the role of reinforcement learning in the philosophy of mind. To start, I make several assumptions about the nature of reinforcement learning and its instantiation in minds like ours. I then review some of the contributions of reinforcement learning methods have made across the so-called 'decision sciences.' Finally, I show how principles from reinforcement learning can shape philosophical debates regarding the nature of perception and characterisations of desire.

Similar books and articles

Some determinants of rigidity in discrimination-reversal learning.Arnold H. Buss - 1952 - Journal of Experimental Psychology 44 (3):222.
An experimental study of the gradient of reinforcement in maze learning.G. R. Grice - 1942 - Journal of Experimental Psychology 30 (6):475.
The delay-of-reinforcement gradient in maze learning.J. P. Seward - 1942 - Journal of Experimental Psychology 30 (6):464.
Profit Sharing 法における強化関数に関する一考察.Tatsumi Shoji Uemura Wataru - 2004 - Transactions of the Japanese Society for Artificial Intelligence 19:197-203.

Analytics

Added to PP
2021-11-08

Downloads
773 (#21,483)

6 months
218 (#12,786)

Historical graph of downloads
How can I increase my downloads?

Author's Profile

Citations of this work

Reinforcement learning and artificial agency.Patrick Butlin - 2024 - Mind and Language 39 (1):22-38.

Add more citations

References found in this work

The Predictive Mind.Jakob Hohwy - 2013 - Oxford, GB: Oxford University Press UK.
In Praise of Desire.Nomy Arpaly & Timothy Schroeder - 2013 - New York: Oxford University Press. Edited by Timothy Schroeder.

View all 30 references / Add more references