Feasibility analysis of hardware acceleration for AML
This microproject investigated the feasibility of various hardware options particularly in-memory processing hardware acceleration
Research Bundles
"Research bundles" give you a space in the AI on-demand platform where you can collect and publish the outputs of a small research project in a compact way. A research bundle collects in a single place all the assets (code, data, tutorials, examples, ...) produced by your project and published on the AI on-demand platform. Of course, you can also put links to assets published elsewhere, like Github or Zenodo.
Human Behavior is a matter of Time! Modeling Events Interactions through Temporal Processes
The micro-project investigated recent machine and deep learning-based methods for modeling event interactions through temporal processes.
Improving air quality in large cities using mobile phone and IoT data
The combination of mobility data can provide actionable insights about traffic mobility patterns
In Sync
Synchronization in interaction between Humans and Embodied AI Systems
Intelligent Virtual Characters to Induce Positive Emotions
We researched how virtual characters can be used to enhance the emotional experience people have in virtual group interaction.
Interactive Reinforcement Learning for Humorous Agents
This project aims at investigating the construction of humor models to enrich conversational agents through the help of interactive reinforcement learning approaches.
Learning Individual Users’ Strategies for Adaptive UIs
This microproject extends an earlier collaboration between partners on model-based reinforcement learning for adaptive UIs by developing methods to account for individual differences.
Linking language and semantic memory for building narratives
We developed an interface between an existing IRL implementation and an existing knowledge-graph reasoning engine to test if modern large-scale knowledge graphs can help resolve interpretation ambiguities.
Machine supervision of human activity: The example of rehabilitation exercises
Research and development of a scalable human-machine collaboration system with the goal of executing high quality actions together
Making for Everyone
Interactive, voice-based support for the design of 3D objects for digital fabrication