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Logical Tasks for Measuring Extrapolation and Rule Comprehension


Nov 14, 2022
Ippei Fujisawa, Ryota Kanai

* 26 pages, 10 figures 

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On the link between conscious function and general intelligence in humans and machines


Mar 24, 2022
Arthur Juliani, Kai Arulkumaran, Shuntaro Sasai, Ryota Kanai


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AI agents for facilitating social interactions and wellbeing


Feb 26, 2022
Hiro Taiyo Hamada, Ryota Kanai

* 10 pages, 1 figure, 1 table 

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Experimental Evidence that Empowerment May Drive Exploration in Sparse-Reward Environments


Jul 14, 2021
Francesco Massari, Martin Biehl, Lisa Meeden, Ryota Kanai

* 6 pages, 3 figures, to be published in proceedings of the International Conference on Development and Learning 2021 

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Deep Learning and the Global Workspace Theory


Dec 04, 2020
Rufin VanRullen, Ryota Kanai


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Non-trivial informational closure of a Bayesian hyperparameter


Oct 05, 2020
Martin Biehl, Ryota Kanai


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A unified strategy for implementing curiosity and empowerment driven reinforcement learning


Jun 18, 2018
Ildefons Magrans de Abril, Ryota Kanai

* 13 pages, 8 figures 

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Boredom-driven curious learning by Homeo-Heterostatic Value Gradients


Jun 05, 2018
Yen Yu, Acer Y. C. Chang, Ryota Kanai

* 21 pages, 4 figures 

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Being curious about the answers to questions: novelty search with learned attention


Jun 01, 2018
Nicholas Guttenberg, Martin Biehl, Nathaniel Virgo, Ryota Kanai

* 8 pages, 7 figures, ALife 2018 

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Learning to generate classifiers


Mar 30, 2018
Nicholas Guttenberg, Ryota Kanai

* 11 pages, 3 figures 

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