Presenter:

Jay McClelland, Stanford University, [PUBS] [SLIDES] [VIDEOS]

Readings:

Primary: Sprechmann et al [3], Secondary: Kumaran et al [1], O'Reilly et al [2]

References:

[1]   Dharshan Kumaran, Demis Hassabis, and James L. McClelland. What learning systems do intelligent agents need? Complementary learning systems theory updated. Trends in Cognitive Sciences, 20(7):512-534, 2016.

[2]   Randall C. O’Reilly, Rajan Bhattacharyya, Michael D. Howard, and Nicholas Ketz. Complementary learning systems. Cognitive Science, 38(6):1229-1248, 2014.

[3]   Pablo Sprechmann, Siddhant M. Jayakumar, Jack W. Rae, Alexander Pritzel, Adria Puigdomenech Badia, Benigno Uria, Oriol Vinyals, Demis Hassabis, Razvan Pascanu, and Charles Blundell. Memory-based parameter adaptation. International Conference on Learning Representations, 2018.