What I did that helped a lot was pick him up, tuck him under one arm, and walk around doing things. Sometimes I'd turn him round stare him in the face, give him a lecture and throw him on the ground. Just to let him see that I was th boss. He was always really good for a while after that - so he was Ok with adults but still chased my grandkids.