Presenter:

Matt Bottvinick, Google DeepMind [PUBS] [SLIDES] [VIDEOS]

Readings:

Primary: Wang et al [3] [PDF], Figures: [PDF], Secondary: Hassabis et al [2]

References:

[1]   Michael Graziano and Mathew Botvinick. How the brain represents the body: insights from neurophysiology and psychology. In W. Prinz and B. Hommel, editors, Common Mechanisms in Perception and Action. Attention and Performance, pages 136-157. Oxford University Press, Oxford, UK, 2002.

[2]   Demis Hassabis, Dharshan Kumaran, Christopher Summerfield, and Matthew Botvinick. Neuroscience-inspired artificial intelligence. Neuron, 95(2):245-258, 2017.

[3]   Jane X. Wang, Zeb Kurth-Nelson, Dharshan Kumaran, Dhruva Tirumala, Hubert Soyer, Joel Z. Leibo, Demis Hassabis, and Matthew Botvinick. Prefrontal cortex as a meta-reinforcement learning system. HTML, 2018.