Is the rifle running at full power? Might be worth getting it checked at a gunshop.
Hollow point or flat pellets will deliver more energy, as will heavier pellets.
Yup, I'd say hollow points or turn the pellets backwards if possibles. That's what we did as kids, okay for short range