Submission
We actively encourage young researchers, PhD and Master students to submit poster paper presenting preliminary results, ongoing works and demos. Please consider the following points for your submission:
- Accepted papers will be published on the workshop website.
- The presentation format (video, paper poster) will be specified to the authors later.
The papers will be peer-reviewed and acceptance will be based on the quality of the contribution, originality and relevance to the workshop's topics of interest.
Topics of interest:
- Integrating External (prior) Knowledge into Unsupervised or Supervised Models
- Machine learning to acquire commonsense knowledge and robots' knowledge graphs .
- Stream reasoning and stream machine learning: continual, active, deep reinforcement learning.
- Combining logics with deep neural nets, neuro-symbolic reasoning and learning.
- Commonsense reasoning, including deductive, default, defeasible, epistemic reasoning, argumentation.
- Spatial and temporal reasoning.
- Symbolic representations extended to reason about uncertainty.
- Probabilistic action theories.
- Knowledge based perception and control.
- Knowledge based human-robot interaction and/or joint actions.
- Constraint programming and learning.
- Trustworthy AI for ethical and transparent robotic decision making.
- Applications: ambient assisted living, healthcare, autonomous-driving, industry 4.0, etc.
Important dates
- Papers submission deadline: September 19th, 2022
- Acceptance notification: October 5th, 2022
- Camera ready deadline: October 12th, 2022
- Workshop date: October 27th, 2022.