[doc] Mention HYPER_ROOT variable
[doc] Remove aggressive bold in note I wrote
[doc] Mention the logical engine for inference
[doc] Links to ROAR semantic and grammar
[doc] links between tutorials
[doc] Fix typo, references and explanation