Branching Factor - What does a high branching factor mean?

When the branching factor is large, it means that the tree is quite complicated, with many child nodes at each node. A less complex tree, in which each node has fewer child nodes, is indicated by a low branching factor. The optimal branching factor relies on the particular issue that the AI is designed to address.