Presenter:

Tom Griffiths, University of California, Berkeley [PUBS]

Readings:

Primary: Krueger et al [34] Secondary: [152]

References:

[1]   Jaime F. Fisac, Chang Liu, Jessica B. Hamrick, S. Shankar Sastry, J. Karl Hedrick, Thomas L. Griffiths, and Anca D. Dragan. Generating plans that predict themselves. CoRR, arXiv:1802.05250, 2018.

[2]   Thomas L. Griffiths, Nick Chater, Charles Kemp, Amy Perfors, and Joshua B. Tenenbaum. Probabilistic models of cognition: exploring representations and inductive biases. Trends in Cognitive Sciences, 14:357-364, 2010.

[3]   Paul Krueger, Falk Lieder, and Tom Griffiths. Enhancing metacognitive reinforcement learning using reward structures and feedback. In Proceedings of the 2017 Annual Meeting of the Cognitive Science Society, 2017.

[4]   Falk Lieder and Tom Griffiths. Helping people make better decisions using optimal gamification. In Proceedings of the 2016 Annual Meeting of the Cognitive Science Society, 2016.

[5]   Joshua C. Peterson, Joshua T. Abbott, and Thomas L. Griffiths. Adapting deep network features to capture psychological representations. CoRR, arXiv:1608.02164, 2016.