The theories you mentioned are sub categories of:
1. Classical learning
2. Cognitive learning
This is all you can find in most books, but if you go for on-line resources you can find many other kind of theories on learning like

Behaviourism
Constructivism
Design-Based
Humanism
Educational Neuroscience
Preparing for all these in detail, need a lot of time, so my question is,
Is it necessary to go through all these other theories in detail or I can just skim through them, as the syllabus just say "Theories of learning"?

Looking forward to your rpl