Feasibility analysis of hardware acceleration for AML
This microproject investigated the feasibility of various hardware options particularly in-memory processing hardware acceleration
"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.
This microproject investigated the feasibility of various hardware options particularly in-memory processing hardware acceleration
The micro-project investigated recent machine and deep learning-based methods for modeling event interactions through temporal processes.
The combination of mobility data can provide actionable insights about traffic mobility patterns
Synchronization in interaction between Humans and Embodied AI Systems
We researched how virtual characters can be used to enhance the emotional experience people have in virtual group interaction.
This project aims at investigating the construction of humor models to enrich conversational agents through the help of interactive reinforcement learning approaches.
This microproject extends an earlier collaboration between partners on model-based reinforcement learning for adaptive UIs by developing methods to account for individual differences.
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.
Research and development of a scalable human-machine collaboration system with the goal of executing high quality actions together
Interactive, voice-based support for the design of 3D objects for digital fabrication