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cs.LG2025
An evolutionary perspective on modes of learning in Transformers
Alexander Y. Ku, Thomas L. Griffiths, Stephanie C. Y. Chan
The success of Transformers lies in their ability to improve inference through two complementary strategies: the permanent refinement of model parameters via in-weight learning (IW…
cs.LG2024★ 5 cited
Program-Based Strategy Induction for Reinforcement Learning
Carlos G. Correa, Thomas L. Griffiths, Nathaniel D. Daw
Typical models of learning assume incremental estimation of continuously-varying decision variables like expected rewards. However, this class of models fails to capture more idios…