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What is happiness for reinforcement learning agents? We seek a formal definition satisfying a list of desiderata.
Hedonic relativism and planning the good society
Philip Brickman and Donald T Campbell · 1971
Earlier work this paper cites.
Lottery winners and accident victims: Is happiness relative?
Philip Brickman, Dan Coates, and Ronnie Janoff-Bulman · 1978
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Time-derivative models of Pavlovian reinforcement
Richard Sutton and Andrew Barto · 1990
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Reinforcement Learning: An Introduction
Richard S Sutton and Andrew G Barto · 1998
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Beyond the hedonic treadmill: Revising the adaptation theory of well-being
Ed Diener, Richard E Lucas, and Christie Napa Scollon · 2006
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Reinforcement learning in the brain
Yael Niv · 2009
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Formal theory of creativity, fun, and intrinsic motivation (1990–2010)
Jürgen Schmidhuber · 2010
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Superintelligence: Paths, Dangers, Strategies
Nick Bostrom · 2014
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Joy, distress, hope, and fear in reinforcement learning
Elmer Jacobs, Joost Broekens, and Catholijn Jonker · 2014
Later among the works it cites.
A computational and neural model of momentary subjective well-being
Robb B Rutledge, Nikolina Skandali, Peter Dayan, and Raymond J Dolan · 2014
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Do artificial reinforcement-learning agents matter morally?
Brian Tomasik · 2014
Later among the works it cites.
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