Logic-Based Learning - COMP70093
Aims
In this module you will have the opportunity to:
- acquire foundation knowledge and basic principles of logic-based machine learning
- cover foundational semantics concepts and methods for logic-based machine learning
- familiarise with state-of-the-art learning algorithms and heuristics
- study state-of-the-art machine learning methods for Answer Set Programming (ASP)
- develop skills for formalising logic-based learning tasks for solving real-world problems
- explore probabilistic logic-based inference and learning
Role
Course Leader
Logic-Based Learning - COMP60013
Aims
In this module you will have the opportunity to:
- acquire foundation knowledge and basic principles of logic-based machine learning
- cover foundational semantics concepts and methods for logic-based machine learning
- familiarise with state-of-the-art learning algorithms and heuristics
- study state-of-the-art machine learning methods for Answer Set Programming (ASP)
- develop skills for formalising logic-based learning tasks for solving real-world problems
- explore probabilistic logic-based inference and learning
Role
Course Leader