Comment by crygin

This is not higher-order thinking (insofar as such exists). The search tree is first-order -- in a sufficiently complex game that the search tree cannot be fully examined, the heuristics necessary to perform at a high level without the need to explore the search tree are the second order. The third order is left as an exercise to the reader.