—We present an intelligent agent crawler designed to collect user-generated content in Second Life and related virtual worlds. The agents navigate autonomously through the world ...
The field of transfer learning aims to speed up learning across multiple related tasks by transferring knowledge between source and target tasks. Past work has shown that when th...
We present the living application, a method to autonomously manage applications on the grid. During its execution on the grid, the living application makes choices on the resources...
As computational learning agents move into domains that incur real costs (e.g., autonomous driving or financial investment), it will be necessary to learn good policies without n...
Currently, most software systems have a dynamic nature and need to evolve at run-time. For this reason, the dynamic reconfiguration of software architectures is a challenge that m...