2 citations · 5 across the 3 of their papers we have counts for
3 papers
On the Transferability of VAE Embeddings using Relational Knowledge with Semi-Supervision
Harald Strömfelt, Luke Dickens, Artur d'Avila Garcez +1
We propose a new model for relational VAE semi-supervision capable of balancing disentanglement and low complexity modelling of relations with different symbolic properties. We com…
On the Effects of Knowledge-Augmented Data in Word Embeddings
Diego Ramirez-Echavarria, Antonis Bikakis, Luke Dickens +2
This paper investigates techniques for knowledge injection into word embeddings learned from large corpora of unannotated data. These representations are trained with word cooccurr…
RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems
Ekaterina Abramova, Luke Dickens, Daniel Kuhn +1
Nonlinear optimal control problems are often solved with numerical methods that require knowledge of system's dynamics which may be difficult to infer, and that carry a large compu…