42 citations · 137 across the 13 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
stat.ML2017
Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning
Steven Stenberg Hansen
We present a new deep meta reinforcement learner, which we call Deep Episodic Value Iteration (DEVI). DEVI uses a deep neural network to learn a similarity metric for a non-paramet…
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…