Instruction following with reward function for box pushing

 The human operator selects an instruction from the menu and the game engine determines the numerical reward for this action. This allows to execute sequences of actions in a physics engine. Its a "text to reward" system for grounded language. In the prototype, the reward function was hard coded in the source code, so the system will understand only the 5 predefined instructions.