249 citations · 331 across the 10 of their papers we have counts for
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cs.AI2020★ 1 cited
Perception-Prediction-Reaction Agents for Deep Reinforcement Learning
Adam Stooke, Valentin Dalibard, Siddhant M. Jayakumar +2
We introduce a new recurrent agent architecture and associated auxiliary losses which improve reinforcement learning in partially observable tasks requiring long-term memory. We em…
cs.AI2019★ 5 cited
A Generalized Framework for Population Based Training
Ang Li, Aleksandra Spyra, Sagi Perel +6
Population Based Training (PBT) is a recent approach that jointly optimizes neural network weights and hyperparameters which periodically copies weights of the best performers and…