3 papers
cs.LG2020
Cross-Domain Latent Modulation for Variational Transfer Learning
Jinyong Hou, Jeremiah D. Deng, Stephen Cranefield +1
We propose a cross-domain latent modulation mechanism within a variational autoencoders (VAE) framework to enable improved transfer learning. Our key idea is to procure deep repres…
cs.MA2020
Integrating Industrial Artifacts and Agents Through Apache Camel
Cleber Jorge Amaral, Stephen Cranefield, Jomi Fred Hübner +1
There are many challenges for building up the smart factory, among them to deal with distributed data, high volume of information, and wide diversity of devices and applications. I…
cs.MA2019
On the Enactability of Agent Interaction Protocols: Toward a Unified Approach
Angelo Ferrando, Michael Winikoff, Stephen Cranefield +2
Interactions between agents are usually designed from a global viewpoint. However, the implementation of a multi-agent interaction is distributed. This difference can introduce iss…