Contributor: Fangwei Zhong
Reading list
survey/review/perspective paper book Encyclopedia
Required
- Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense (Section 7), Engineering 2020
- A Survey of Preference-Based Reinforcement Learning Methods, JMLR 2017
- Optimal social choice functions: A utilitarian view, Artificial Intelligence 2015
- Normative theories of rational choice: Expected utility
- Ten-month-old infants infer the value of goals from the costs of actions Science 2017
- Inferring Forces and Learning Human utilities from videos, CVPR 2016
Optional - Theories and Observational Studies
- Chimpanzees Recruit the Best Collaborators, Science 2006
- Chimpanzees Are Rational Maximizers in an Ultimatum Game, Science 2007
- Chimpanzees play the ultimatum game, PNAS 2013
- Children Discard a Resource to Avoid Inequity, JEPG 2011
- Five-year-olds understand fair as equal in a mini-ultimatum game, Journal of Experimental Child Psychology 2013
- Bayesian Psychology and Human Rationality, Rationality, Academic Press (2017)
- A Theory of Fairness, Competition, and Cooperation, The Quarterly Journal of Economics 1999
Optional - Computational Models
- The Naïve Utility Calculus: Computational Principles Underlying Commonsense Psychology, TiCS 2016
- Reward is enough, Artificial Intelligence 2021
- Deep Reinforcement Learning from Human Preferences, NeurIPS 2017
- On the Expressivity of Markov Reward, NeurIPS 2021
- Active Preference-Based Learning of Reward Functions, RSS 2017
- Reward-rational (implicit) choice: A unifying formalism for reward learning, NeurIPS 2020
- Replacing Rewards with Examples: Example-Based Policy Search via Recursive Classification, NeurIPS 2021
- Preference-based Reinforcement Learning with Finite-Time Guarantees, NeurIPS 2020
- Generalized Inverse Planning: Learning Lifted non-Markovian Utility for Generalizable Task Representation, arXiv 2020
Optional - Sharing and Helping
- Understanding and sharing intentions: The origins of cultural cognition, BBS 2005
- Chimpanzees are indifferent to the welfare of unrelated group members, Nature 2005
- Altruistic Helping in Human Infants and Young Chimpanzees, Science 2008
- Varieties of altruism in children and chimpanzees, TiCS 2009
- Toddlers’ Prosocial Behavior: From Instrumental to Empathic to Altruistic Helping, Child Development 2010
- Young Children Selectively Avoid Helping People With Harmful Intentions, Child Development 2010
- Examining the Diversity of Prosocial Behavior: Helping, Sharing, and Comforting in Infancy, Infancy 2011
Optional - Cooperation
- Foundations of cooperation in young children, Cognition 2008
- Young Children Share the Spoils After Collaboration, Psychological Science 2010
- Collaboration encourages equal sharing in children but not in chimpanzees, Nature 2011
- Children, but Not Chimpanzees, Prefer to Collaborate, Current Biology 2011
- When and how do non-human great apes communicate to support cooperation?, Philos. Trans. R. Soc. B 2021
- How 2- and 4-year-old children coordinate social interactions with peers, Philos. Trans. R. Soc. B 2021
Optional - Fairness
- Fairness Expectations and Altruistic Sharing in 15-Month-Old Human Infants, PloS One 2011
- The developmental origins of fairness: the knowledge-behavior gap, TiCS 2014
- Development of in-group favoritism in children’s third-party punishment of selfishness, PNAS 2014
- The ontogeny of fairness in seven societies, Nature 2015
- The developmental foundations of human fairness, Nature Human Behavior 2017
- The developmental roots of fairness: infants’ reactions to equal and unequal distributions of resources, Developmental Science 2011
- Fairness Expectations and Altruistic Sharing in 15-Month-Old Human Infants, PloS One 2011
Optional - Ownership
- Ownership Matters: People Possess a Naïve Theory of Ownership, TiCS 2019
- Determining who owns what: Do children infer ownership from first possession?, Cognition 2008
- First possession: An assumption guiding inferences about who owns what, Psychonomic Bulletin & Review 2008
- That’s Mine! Learning Ownership Relations and Norms for Robots, AAAI 2019
- Ownership and Value in Childhood, Annual Review of Developmental Psychology 2022
Optional - Morality
- A mutualistic approach to morality: The evolution of fairness by partner choice, BBS 2013
- The moral psychology of obligation, BBS 2020
- Human Morality Is Based on an Early-Emerging Moral Core, Annual Review of Developmental Psychology 2022