The four positions pertain to the following research topics:
1. XAI for supervised learning
2. XAI for deep reinforcement learning
3. XAI for deep Bayesian networks
4. Human-machine co-behaviour.
AI systems are becoming ubiquitous and disruptive to industries such as healthcare, robotics, transportation, manufacturing, , retail, banking, and energy. However, in order to make AI systems deployable in social environments, industry and business-critical applications, several challenges related to their trustworthiness must be addressed first: Lack of transparency and interpretability, lack of robustness, and inability to generalize to situations beyond their past experiences.
Further details:
4 PhD positions on Explainable Artificial Intelligence (XAI) for safety- and business-critical applications at Norwegian University of Science and Technology