Sriraam Natarajan is a Professor of Computer Science and the head of the StARLinG (Statistical Artificial Intelligence and Relational Learning Group) Lab. His research interests are in the fields of Artificial Intelligence and Machine Learning as they apply to healthcare problems. They include:
- Relational Learning
- Reinforcement Learning
- Graphic Models
- Statistical Relational AI
- Health Informatics/Precision Health
Works in Treasures @ UT Dallas are made available exclusively for educational purposes such as research or instruction. Literary rights, including copyright for published works held by the creator(s) or their heirs, or other third parties may apply. All rights are reserved unless otherwise indicated by the copyright owner(s).
(Elsevier Science BV, 2018-11-22)Planning with preferences has been employed extensively to quickly generate high-quality plans. However, it may be difficult for the human expert to supply this information without knowledge of the reasoning employed by ...
Advice-giving has been long explored in the artificial intelligence community to build robust learning algorithms when the data is noisy, incorrect or even insufficient. While logic based systems were effectively used in ...