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A data-driven approach for learning to control computers.

, , , , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 9466-9482. PMLR, (2022)

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Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures., , , , and . CoRR, (2018)Hyperbolic Attention Networks., , , , , , , , , and 1 other author(s). CoRR, (2018)Hyperbolic Attention Networks., , , , , , , , , and 1 other author(s). ICLR (Poster), OpenReview.net, (2019)Learning to Make Analogies by Contrasting Abstract Relational Structure., , , , and . ICLR (Poster), OpenReview.net, (2019)Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback., , , , , , , , , and 9 other author(s). CoRR, (2022)Is coding a relevant metaphor for building AI? A commentary on "Is coding a relevant metaphor for the brain?", by Romain Brette., , , , , and . CoRR, (2019)Synthetic Returns for Long-Term Credit Assignment., , , , , , , and . CoRR, (2021)Tell me why! Explanations support learning relational and causal structure., , , , , , , , , and 1 other author(s). ICML, volume 162 of Proceedings of Machine Learning Research, page 11868-11890. PMLR, (2022)Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures., , , , , and . NeurIPS, page 9390-9400. (2018)Attention over Learned Object Embeddings Enables Complex Visual Reasoning., , , , and . NeurIPS, page 9112-9124. (2021)