OK, a quick answer. It is got to do with
inertial frames of reference. Relativistic reasoning w.r.t. frames of reference is possible only when the frames are inertial -- i.e. stationary or moving with a constant velocity.
To illustrate this, consider two spaceships in a vacuous outer space (where there is no other frame of reference). If they are both stationary or moving at a constant velocity, objects inside the spaceships will be floating around. There is no net force on them. In such a case it is impossible to know who is moving and who is stationary.
On the other hand, if one of the spaceships is accelerating, objects inside the spaceship will stick to the ground (in the opposite direction of the acceleration). There is a net force acting on the objects. It is possible to now identify which spaceship is accelerating and which is not.
In a frame of reference that is not inertial, Newton's first law will not hold anymore (unless the acceleration of the frame of reference is also taken into consideration). Newton's first law is about inertia -- stationary or constant velocity objects will continue to in their state unless acted upon by an external force. This law will appear to be violated if we view an object in inertia from an accelerating frame of reference.
So the answer is, your opponent won't get knocked out from the Gs if you are accelerating and he is stationary