ServiceNow Research

Hierarchical Learning

Deep Hyperbolic Reinforcement Learning for Continuous Control
Integrating hyperbolic representations with Deep Reinforcement Learning (DRL) has recently been proposed as a promising approach for …
Hierarchical Adversarially Learned Inference
We propose a novel hierarchical generative model with a simple Markovian structure and a corresponding inference model. Both the …