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Cultural accumulation drives the open-ended and diverse progress in capabilities spanning human history.
Extensive games and the problem of information
H. W. Kuhn · 1953
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Prestige and culture: a biosocial interpretation [and comments and replies]
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The structure and organization of memory
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Planning and acting in partially observable stochastic domains
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Memory systems of the brain: a brief history and current perspective
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Why does human culture increase exponentially?
M. Enquist, S. Ghirlanda, and A. Jarrick · 2008
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Ratcheting up the ratchet: On the evolution of cumulative culture
C. Tennie, J. Call, and M. Tomasello · 2009
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Prestige affects cultural learning in chimpanzees
Victoria Horner, Darby Proctor, Kristin E Bonnie, Andrew Whiten, and Frans BM de Waal · 2010
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Why copy others? insights from the social learning strategies tournament
Luke Rendell, Robert Boyd, Daniel Cownden, Marquist Enquist, Kimmo Eriksson, Marc W Feldman, Laurel Fogarty, Stefano Ghirlanda, Timothy Lillicrap, and Kevin N Laland · 2010
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Variable cultural acquisition costs constrain cumulative cultural evolution
Alex Mesoudi · 2011
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The pace of cultural evolution
Charles Perreault · 2012
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Social learning: an introduction to mechanisms, methods, and models
William Hoppitt and Kevin N Laland · 2013
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R L 2 \text{L}^{2} : Fast reinforcement learning via slow reinforcement learning
Y. Duan, J. Schulman, X. Chen, P. L. Bartlett, I. Sutskever, and P. Abbeel · 2016
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The developmental origins of selective social learning
D. Poulin-Dubois and P. Brosseau-Liard · 2016
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Learning to reinforcement learn
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Thomas Anthony, Zheng Tian, and David Barber · 2017
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In-context reinforcement learning with algorithm distillation
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The primacy bias in deep reinforcement learning
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Simplified state space layers for sequence modelling
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Open-ended learning leads to generally capable agents
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Human-timescale adaptation in an open-ended task space
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Diana Borsa, Bilal Piot, Rémi Munos, and Olivier Pietquin · 2017
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Sequence memory constraints give rise to language-like structure through iterated learning
H. Cornish, R. Dale, S. Kirby, and M. H. Christiansen · 2017
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Cumulative culture can emerge from collective intelligence in animal groups
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Proximal policy optimization algorithms
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What is cumulative cultural evolution?
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Kickstarting deep reinforcement learning
Simon Schmitt, Jonathan J Hudson, Augustin Zidek, Simon Osindero, Carl Doersch, Wojciech M Czarnecki, Joel Z Leibo, Heinrich Kuttler, Andrew Zisserman, Karen Simonyan, and S. M. Ali Eslami · 2018
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The secret of our success: How culture is driving human evolution, domesticating our species, and making us smarter
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Learning few-shot imitation as cultural transmission
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Multiple timescales of learning indicated by changes in evidence-accumulation processes during perceptual decision-making
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Arbitrary order meta-learning with simple population-based evolution
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Cultural evolution in populations with heterogenous and variable preferences
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Cultural reinforcement learning: a framework for modeling cumulative culture on a limited channel
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