activity
20102024
most citedA Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning

2.1k citations · 9.2k across the 77 of their papers we have counts for

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2 papers · 1 filter

cs.LG2024★ 8 cited

Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models

Soham De, Samuel L. Smith, Anushan Fernando +14

Recurrent neural networks (RNNs) have fast inference and scale efficiently on long sequences, but they are difficult to train and hard to scale. We propose Hawk, an RNN with gated…

cs.LG2024★ 12 cited

Genie: Generative Interactive Environments

Jake Bruce, Michael Dennis, Ashley Edwards +22

We introduce Genie, the first generative interactive environment trained in an unsupervised manner from unlabelled Internet videos. The model can be prompted to generate an endless…