research
∙
01/18/2023
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Despite the advancement of machine learning techniques in recent years, ...
share
research
∙
12/29/2022
On the Geometry of Reinforcement Learning in Continuous State and Action Spaces
Advances in reinforcement learning have led to its successful applicatio...
research
∙
12/29/2022
Effects of Data Geometry in Early Deep Learning
Deep neural networks can approximate functions on different types of dat...
research
∙
06/07/2022
Meta-Learning Transferable Parameterized Skills
We propose a novel parameterized skill-learning algorithm that aims to l...
research
∙
12/04/2018
Natural Option Critic
The recently proposed option-critic architecture Bacon et al. provide a ...
research
∙
12/04/2018