28 citations · 28 across the 3 of their papers we have counts for
3 papers
cs.LG2019★ 28 cited
Generalization of Reinforcement Learners with Working and Episodic Memory
Meire Fortunato, Melissa Tan, Ryan Faulkner +6
Memory is an important aspect of intelligence and plays a role in many deep reinforcement learning models. However, little progress has been made in understanding when specific mem…
cs.AI2017
Minimally Naturalistic Artificial Intelligence
Steven Stenberg Hansen
The rapid advancement of machine learning techniques has re-energized research into general artificial intelligence. While the idea of domain-agnostic meta-learning is appealing, t…
cs.AI2017
Long Timescale Credit Assignment in NeuralNetworks with External Memory
Steven Stenberg Hansen
Credit assignment in traditional recurrent neural networks usually involves back-propagating through a long chain of tied weight matrices. The length of this chain scales linearly…