
Unified Planning Framework
The Unified Planning Framework (UPF) library makes it easy to formulate planning problems and to invoke automated planners.
Welcome to the AI Assets Catalog! Here you can browse, search and download all the assets currently indexed in the AI-on-Demand platform, including AI libraries, datasets, containers, and more. You are welcome to publish your own AI assets here! To do so, log in in to the platform, go to your dashboard and use the Submit new content button to access the submission forms.
The Unified Planning Framework (UPF) library makes it easy to formulate planning problems and to invoke automated planners.
Using Objects and a Graph Convolutional Network for the Bottom-up Recognition and Explanation of Events in Video
A neurosymbolic framework that supports querying, learning and reasoning with both rich data and rich abstract knowledge about the world
The Relational Neural Machines framework is a generakl neuro-symbolic methodology to inject logic knowledge into a machine learner.
A Python library that integrates machine learning with constraint optimization using the AI Domain Definition Language.
The library includes functionalities to apply reinforcement learning to industrial machines tuning
While reinforcement learning algorithms converge towards a single policy, it may be useful to generate multiple policies instead of just one.