Careful, explain too much and you end up with programming its behaviour, rather than having an intelligent actor learning by itself. Because otherwise one could

Careful, explain too much and you end up with programming its behaviour, rather than having an intelligent actor learning by itself. Because otherwise one could say a regular computer is intelligent, provided you explain (in code) every single rule of the game.