A survey on teaching workplace skills to construction robots

•The importance of construction robots’ workplace skill learning is discussed.•Workplace skill learning are defined as “Know That” and “Know How” problems.•Semantic methods are reviewed to tackle the “Know That” problem.•Learning from demonstration methods are reviewed to tackle the “Know How” problem.•Challenges and future directions are introduced in this survey.