Hybrid models Machine Learning
noun phrase
Definition: Models that combine two or more different methods or paradigms (e.g., symbolic + neural, statistical + rule-based) to leverage complementary strengths [].
Example in context: “Researchers have also developed a hybrid model, called ND-POMDP (Nair et al., 2005), which is a Dec-POMDP that exploits locality of agent interactions like a DCOP.” [Hoang et al. 2022]
Related terms: hybrid AI models; neuro-symbolic models; hybrid systems