The payload isn't the concern. What is of concern is how far you want to move it, over what surface, at what speed, with what acceleration, and for how long.
You can move cars with lithium cells and electric motors, so there is ample precedent. Control of electric motors under computer control is probably easier, but that's not saying that some form of internal combustion engine is not inappropriate.