Mathematical foundations of moral preferences
Not on the map. Why?
Abstract (arXiv)
One-shot anonymous unselfishness in economic games is commonly explained by social preferences, which assume that people care about the monetary payoffs of others. However, during the last ten years, research has shown that different types of unselfish behaviour, including cooperation, altruism, truth-telling, altruistic punishment, and trustworthiness are in fact better explained by preferences for following one's own personal norms - internal standards about what is right or wrong in a given situation. Beyond better organising various forms of unselfish behaviour, this moral preference hypothesis has recently also been used to increase charitable donations, simply by means of interventions that make the morality of an action salient. Here we review experimental and theoretical work dedicated to this rapidly growing field of research, and in doing so we outline mathematical foundations for moral preferences that can be used in future models to better understand selfless human actions and to adjust policies accordingly. These foundations can also be used by artificial intelligence to better navigate the complex landscape of human morality.
Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 20 Jan 2021.
Builds on
No reference list yet.
Built on by
Citing papers per year: 2021: 1; 2022: 2; 2023: 3; 2024: 6; 2025: 2; 2026: 1.
15 papers.
Sort:
By area:
- 2024Language-based game theory in the age of artificial intelligencecited by 9
- 2025Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisionscited by 9
- 2023Hybrid Approaches for Moral Value Alignment in AI Agents: a Manifestocited by 7
- 2024On the Pros and Cons of Active Learning for Moral Preference Elicitationcited by 6
- 2023The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamicscited by 5
- 2022From Outcome-Based to Language-Based Preferencescited by 3
- 2024Evolutionary mechanisms that promote cooperation may not promote social welfarecited by 3
- 2025Cooperation Through Indirect Reciprocity in Child-Robot Interactionscited by 2
- 2024Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agentscited by 1
- 2021Emotions as abstract evaluation criteria in biological and artificial intelligencescited by 0
- 2022Prismal view of ethicscited by 0
- 2023Discrete Versus Continuous Algorithms in Dynamics of Affective Decision Makingcited by 0
3 more
- 2024Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choicescited by 0
- 2024Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Likecited by 0
- 2026The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problemcited by 0
- 2026The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problem16 Apr 2026
- 2025Cooperation Through Indirect Reciprocity in Child-Robot Interactions7 Nov 2025
- 2025Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisions2 Mar 2025
- 2024Evolutionary mechanisms that promote cooperation may not promote social welfare9 Aug 2024
- 2024On the Pros and Cons of Active Learning for Moral Preference Elicitation26 Jul 2024
- 2024Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like1 Apr 2024
- 2024Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choices22 Mar 2024
- 2024Language-based game theory in the age of artificial intelligence13 Mar 2024
- 2024Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents7 Mar 2024
- 2023Hybrid Approaches for Moral Value Alignment in AI Agents: a Manifesto4 Dec 2023
- 2023The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics30 Sep 2023
- 2023Discrete Versus Continuous Algorithms in Dynamics of Affective Decision Making1 Sep 2023
3 more
- 2022From Outcome-Based to Language-Based Preferences15 Jun 2022
- 2022Prismal view of ethics26 May 2022
- 2021Emotions as abstract evaluation criteria in biological and artificial intelligences30 Nov 2021
- 2024Language-based game theory in the age of artificial intelligencecited by 9
- 2025Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisionscited by 9
- 2024On the Pros and Cons of Active Learning for Moral Preference Elicitationcited by 6
- 2023The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamicscited by 5
- 2022From Outcome-Based to Language-Based Preferencescited by 3
- 2024Evolutionary mechanisms that promote cooperation may not promote social welfarecited by 3
- 2025Cooperation Through Indirect Reciprocity in Child-Robot Interactionscited by 2
- 2024Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agentscited by 1
- 2021Emotions as abstract evaluation criteria in biological and artificial intelligencescited by 0
- 2022Prismal view of ethicscited by 0
- 2023Discrete Versus Continuous Algorithms in Dynamics of Affective Decision Makingcited by 0
- 2024Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choicescited by 0
12 most cited of 14 All 14 (JSON)
- 2026The Possibility of Artificial Intelligence Becoming a Subject and the Alignment Problem16 Apr 2026
- 2025Cooperation Through Indirect Reciprocity in Child-Robot Interactions7 Nov 2025
- 2025Can AI Model the Complexities of Human Moral Decision-Making? A Qualitative Study of Kidney Allocation Decisions2 Mar 2025
- 2024Evolutionary mechanisms that promote cooperation may not promote social welfare9 Aug 2024
- 2024On the Pros and Cons of Active Learning for Moral Preference Elicitation26 Jul 2024
- 2024Cooperative Evolutionary Pressure and Diminishing Returns Might Explain the Fermi Paradox: On What Super-AIs Are Like1 Apr 2024
- 2024Human behaviour through a LENS: How Linguistic content triggers Emotions and Norms and determines Strategy choices22 Mar 2024
- 2024Language-based game theory in the age of artificial intelligence13 Mar 2024
- 2024Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents7 Mar 2024
- 2023The Physics of Preference: Unravelling Imprecision of Human Preferences through Magnetisation Dynamics30 Sep 2023
- 2023Discrete Versus Continuous Algorithms in Dynamics of Affective Decision Making1 Sep 2023
- 2022From Outcome-Based to Language-Based Preferences15 Jun 2022
12 newest of 14 All 14 (JSON)