Maybe there's a metaphor there, but "QE2" in this context refers to the 2nd round of "quantitative easing" (translate: buying our own crappy debt) by the Fed.
1) Allow drilling everywhere. Alaska, in the continental US, and off all shores. Give tax insentives to companies who want to drill.
2) Loosen restrictions on coal production and announce a crash program to build half a dozen modern coal to oil plants.
3) Build a dozen nuclear power plants under federal auspices and lease them out.
4) Announce that, since these policies will result in energy prices falling, the US government would help the process by selling off some of the strategic petroleum reserve. The reserve will be topped off later when oil is cheaper.
That would be a start.