252 citations · 1k across the 12 of their papers we have counts for
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cs.NE2021★ 4 cited
Faster Improvement Rate Population Based Training
Valentin Dalibard, Max Jaderberg
The successful training of neural networks typically involves careful and time consuming hyperparameter tuning. Population Based Training (PBT) has recently been proposed to automa…
cs.LG2021★ 55 cited
Open-Ended Learning Leads to Generally Capable Agents
Open Ended Learning Team, Adam Stooke, Anuj Mahajan +15
In this work we create agents that can perform well beyond a single, individual task, that exhibit much wider generalisation of behaviour to a massive, rich space of challenges. We…