论文信息 - Avoiding frostbite: It helps to learn from others

Avoiding frostbite: It helps to learn from others

Machines that learn and think like people must be able to learn from others. Social learning speeds up the learning process and - in combination with language - is a gateway to abstract and unobservable information. Social learning also facilitates the accumulation of knowledge across generations, helping people and artificial intelligences learn things that no individual could learn in a lifetime.

Michael C. Frank | Noah D. Goodman | Michael Henry Tessler | Michael C Frank | Noah D Goodman

[1] Michael C. Frank,et al. Inferring word meanings by assuming that speakers are informative , 2014, Cognitive Psychology.

[2] M. Kline. How to learn about teaching: An evolutionary framework for the study of teaching behavior in humans and other animals. , 2014, The Behavioral and brain sciences.

[3] Michael C. Frank,et al. Review Pragmatic Language Interpretation as Probabilistic Inference , 2022 .

[4] Joshua B. Tenenbaum,et al. Human Learning in Atari , 2017, AAAI Spring Symposia.

[5] J. Henrich,et al. The cultural niche: Why social learning is essential for human adaptation , 2011, Proceedings of the National Academy of Sciences.

[6] S. Gelman. Learning from others: children's construction of concepts. , 2009, Annual review of psychology.

[7] Noah D. Goodman,et al. The double-edged sword of pedagogy: Instruction limits spontaneous exploration and discovery , 2011, Cognition.

[8] Michael C. Frank,et al. Learning From Others , 2012, Perspectives on psychological science : a journal of the Association for Psychological Science.

[9] A. Gopnik,et al. Children’s imitation of causal action sequences is influenced by statistical and pedagogical evidence , 2011, Cognition.