Meta-learners' learning dynamics are unlike learners'

3 May 2019

Papers citing "Meta-learners' learning dynamics are unlike learners'"

12 / 12 papers shown

Title
Multi-agent cooperation through learning-aware policy gradientsInternational Conference on Learning Representations (ICLR), 2024 Alexander Meulemans Seijin Kobayashi J. Oswald Nino Scherrer Eric Elmoznino Blake A. Richards Guillaume Lajoie Blaise Agüera y Arcas João Sacramento 173 1 0 24 Oct 2024
Uncovering mesa-optimization algorithms in Transformers J. Oswald Eyvind Niklasson Maximilian Schlegel Seijin Kobayashi Nicolas Zucchet ... Mark Sandler Blaise Agüera y Arcas Max Vladymyrov Razvan Pascanu João Sacramento 174 79 0 11 Sep 2023
Meta-Learned Models of CognitionBehavioral and Brain Sciences (BBS), 2023 Marcel Binz Ishita Dasgupta Akshay K. Jagadish M. Botvinick Jane X. Wang Eric Schulz 232 37 0 12 Apr 2023
Overview frequency principle/spectral bias in deep learningCommunication on Applied Mathematics and Computation (CAMC), 2022 Z. Xu Yaoyu Zhang Yaoyu Zhang FaML 292 114 0 19 Jan 2022
Meta-trained agents implement Bayes-optimal agents Vladimir Mikulik Grégoire Delétang Tom McGrath Tim Genewein Miljan Martic Shane Legg Pedro A. Ortega OOD FedML 210 45 0 21 Oct 2020
Learning Not to Learn: Nature versus Nurture in SilicoAAAI Conference on Artificial Intelligence (AAAI), 2020 R. T. Lange Henning Sprekeler 236 10 0 09 Oct 2020
Hidden Incentives for Auto-Induced Distributional Shift David M. Krueger Tegan Maharaj Jan Leike 185 56 0 19 Sep 2020
Bayesian Residual Policy Optimization: Scalable Bayesian Reinforcement Learning with Clairvoyant ExpertsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020 Gilwoo Lee Brian Hou Sanjiban Choudhury S. Srinivasa BDL OffRL 161 8 0 07 Feb 2020
BADGER: Learning to (Learn [Learning Algorithms] through Multi-Agent Communication) Marek Rosa O. Afanasjeva Simon Andersson Joseph Davidson N. Guttenberg Petr Hlubucek Martin Poliak Jaroslav Vítků Jan Feyereisl 138 10 0 03 Dec 2019
Theory of the Frequency Principle for General Deep Neural NetworksCSIAM Transactions on Applied Mathematics (TCAM), 2019 Yaoyu Zhang Zheng Ma Zhi-Qin John Xu Yaoyu Zhang 145 90 0 21 Jun 2019
A type of generalization error induced by initialization in deep neural networksMathematical and Scientific Machine Learning (MSML), 2019 Yaoyu Zhang Zhi-Qin John Xu Yaoyu Zhang Zheng Ma 245 52 0 19 May 2019
Training behavior of deep neural network in frequency domainInternational Conference on Neural Information Processing (ICONIP), 2018 Zhi-Qin John Xu Yaoyu Zhang Yan Xiao AI4CE 427 367 0 03 Jul 2018