Charley M Wu
Dados Biográficos
| ID | 1753914 |
|---|---|
| NOME | Charley M Wu |
| PRENOMES | Charley M |
| SOBRENOME | Wu |
| ASSINATURA | WU C M |
| AFILIAÇÕES | Max Planck Institute for Human Development |
| ORCID | 0000-0002-2215-572X |
| VERIFICADO | Sim |
| TOTAL DE OBRAS | 7 |
| TOTAL DE CITAÇÕES | 10 |
| TOTAL COMO AUTOR | 7 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2018 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2024 |
| ÍNDICE H | 2 |
Group Coordination Catalyzes Individual and Cultural Intelligence
A large program of research has aimed to ground large-scale cultural phenomena in processes taking place within individual minds. For example, investigating whether individual agents equipped with the right social learning strategies can enable cumulative cultural evolution given long enough time horizons. However, this approach often omits the critical group-level processes that mediate between individual agents and multi-generational societies.…
The scaling of mental computation in a sorting task
Developmental changes in exploration resemble stochastic optimization
Human development is often described as a 'cooling off' process, analogous to stochastic optimization algorithms that implement a gradual reduction in randomness over time. Yet there is ambiguity in how to interpret this analogy, due to a lack of concrete empirical comparisons. Using data from n = 281 participants ages 5 to 55, we show that cooling off does not only apply to the single dimension of randomness. Rather, human development resembles …
Asymmetric reinforcement learning facilitates human inference of transitive relations
Humans and other animals are capable of inferring never-experienced relations (for example, A > C) from other relational observations (for example, A > B and B > C). The processes behind such transitive inference are subject to intense research. Here we demonstrate a new aspect of relational learning, building on previous evidence that transitive inference can be accomplished through simple reinforcement learning mechanisms. We show in simulation…
Author Correction
Perceptions of publication pressure in the Max Planck Society
Generalization guides human exploration in vast decision spaces
Generalization guides human exploration in vast decision spaces
Asymmetric reinforcement learning facilitates human inference of transitive relations
Humans and other animals are capable of inferring never-experienced relations (for example, A > C) from other relational observations (for example, A > B and B > C). The processes behind such transitive inference are subject to intense research. Here we demonstrate a new aspect of relational learning, building on previous evidence that transitive inference can be accomplished through simple reinforcement learning mechanisms. We show in simulation…
Developmental changes in exploration resemble stochastic optimization
Human development is often described as a 'cooling off' process, analogous to stochastic optimization algorithms that implement a gradual reduction in randomness over time. Yet there is ambiguity in how to interpret this analogy, due to a lack of concrete empirical comparisons. Using data from n = 281 participants ages 5 to 55, we show that cooling off does not only apply to the single dimension of randomness. Rather, human development resembles …
Generalization guides human exploration in vast decision spaces
Perceptions of publication pressure in the Max Planck Society
Author Correction
Asymmetric reinforcement learning facilitates human inference of transitive relations
Humans and other animals are capable of inferring never-experienced relations (for example, A > C) from other relational observations (for example, A > B and B > C). The processes behind such transitive inference are subject to intense research. Here we demonstrate a new aspect of relational learning, building on previous evidence that transitive inference can be accomplished through simple reinforcement learning mechanisms. We show in simulation…
The scaling of mental computation in a sorting task
Developmental changes in exploration resemble stochastic optimization
Human development is often described as a 'cooling off' process, analogous to stochastic optimization algorithms that implement a gradual reduction in randomness over time. Yet there is ambiguity in how to interpret this analogy, due to a lack of concrete empirical comparisons. Using data from n = 281 participants ages 5 to 55, we show that cooling off does not only apply to the single dimension of randomness. Rather, human development resembles …
Group Coordination Catalyzes Individual and Cultural Intelligence
A large program of research has aimed to ground large-scale cultural phenomena in processes taking place within individual minds. For example, investigating whether individual agents equipped with the right social learning strategies can enable cumulative cultural evolution given long enough time horizons. However, this approach often omits the critical group-level processes that mediate between individual agents and multi-generational societies.…
Computer Science (6 obras) · Artificial Intelligence (4 obras) · Mathematics (4 obras) · Psychology (4 obras) · Child and Animal Learning Development (3 obras) · Cognitive psychology (2 obras) · Decision-Making and Behavioral Economics (2 obras) · Evolutionary Game Theory and Cooperation (2 obras) · Generalization (2 obras) · Machine learning (2 obras)