Why so? You only need a subsidy when there isn't enough natural incentive. If oil starts to become significantly more scarce, a nuclear power plant will be a fantastic investment. Power companies will build them even without subsidies.
The trouble with doing something right the first time is that nobody appreciates how difficult it was.