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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Joseph Warren

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Open access Oct 2026

A Mechanistic Theory Unifying Value and Schema in the Prefrontal Cortex

Animals exhibit behavioural flexibility by making reward-optimal decisions in unfamiliar situations. Computing value from minimal reward feedback requires leveraging known structure in the world. The Prefrontal Cortex (PFC) plays a pivotal role in both value computation and learning world structure, however mechanistic...

Joseph Warren, K. T. Jensen, Timothy E. J. Behrens et al. · 0 citations
Open access Aug 2026

Behavioural and neural mechanisms for stochastic choices in mixed-strategy games

Mice trained to play a zero-sum game against an opponent that exploited statistical regularities in their choices and rewards, and tracked their behaviour and dorsal cortical dynamics across learning found that mice transitioned from structured, predictable strategies towards a near-optimal stochastic strategy as they...

Joanna Aloor, Timothy P. H. Sit, Oliver M. Gauld et al. · 0 citations

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