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Clare Lyle Toggle navigation Clare Lyle Home About Publications Blog Contact About Hello there! I'm a research scientist at DeepMind , where I work on reinforcement learning and representation learning. In my spare time, I blog about things that interest me. Some Publications I've put some recent papers below. A full list of my publications can be found here. Learning Dynamics and Generalization in Reinforcement Learning. Clare Lyle, Mark Rowland, Will Dabney, Marta Kwiatkowska, Yarin Gal. ICML 2022, RLDM Spotlight. (arXiv link). Revisiting the train loss: an efficient performance estimator for neural architecture search. Binxin Ru*, Clare Lyle*, Lisa Schut, Mark van der Wilk, and Yarin Gal. NeurIPS 2021. (arXiv link) . On The Effect of Auxiliary Tasks on Representation Dynamics Clare Lyle*, Mark Rowland*, Georg Ostrovski, Will Dabney, AISTATS 2021. (arXiv link) . Talks I've given a few talks over the years. Most of these weren't recorded, ...
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