What about if the robot's RNG is seeded with a particular number, that we did not write down... And we can destroy it's memory hardware containing the seed, 'killing' it.

Even if the memory hardware is replaced, it won't be the 'same' individual, no? Would an aversion to 'death' be rational in it?