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Filters: Author is Samuel J Gershman [Clear All Filters]
Reinforcement learning and episodic memory in humans and animals: an integrative framework. Annual Review of Psychology 68, (2017). GershmanDaw17.pdf (422.11 KB)
Thinking fast or slow? A reinforcement-learning approach. Society for Personality and Social Psychology (2017). KoolEtAl_SPSP_2017.pdf (670.35 KB)
Building machines that learn and think like people. (2016). machines_that_think.pdf (3.45 MB)
Probing the compositionality of intuitive functions. (2016). CBMM-Memo-048.pdf (815.72 KB)
When Does Model-Based Control Pay Off?. PLoS Comput Biol 12, e1005090 (2016). KoolEtAl_PLOS_CB.PDF (5.85 MB)
Where do hypotheses come from?. (2016). CBMM-Memo-056-v2.pdf (733.35 KB)
Computational rationality: A converging paradigm for intelligence in brains, minds, and machines. Science 349, 273-278 (2015).
Discovering hierarchical motion structure. Vision Research Available online 26 March 2015, (2015). hierarchical_motion.pdf (582.01 KB)
Information Selection in Noisy Environments with Large Action Spaces. 9th Biennial Conference of the Cognitive Development Society Columbus, OH, (2015).