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One-shot Learning with Memory-Augmented Neural Networks, , , , and . CoRR, (2016)Reinforcement Learning, Fast and Slow, , , , , and . Trends in Cognitive Sciences, 23 (5): 408--422 (May 2019)Neuroscience-Inspired Artificial Intelligence, , , and . Neuron, 95 (2): 245-258 (2017)Information mapping with pattern classifiers: A comparative study., and . NeuroImage, 56 (2): 476-496 (2011)Stabilizing Transformers for Reinforcement Learning., , , , , , , , , and 3 other author(s). ICML, volume 119 of Proceedings of Machine Learning Research, page 7487-7498. PMLR, (2020)Toward a Rational and Mechanistic Account of Mental Effort, , , , , , and . Annual Review of Neuroscience, (July 2017)Learning to Learn without Gradient Descent by Gradient Descent., , , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 748-756. PMLR, (2017)InfoBot: Transfer and Exploration via the Information Bottleneck., , , , , , , and . ICLR (Poster), OpenReview.net, (2019)A resource-rational model of physical abstraction for efficient mental simulation., , , , , , and . CogSci, page 3618. cognitivesciencesociety.org, (2019)Tutorial: Recent Advances in Deep Learning., and . CogSci, cognitivesciencesociety.org, (2017)