One definition of the "region of reversed command" is the part of the flight envelope where a small aftwards movement of the stick or yoke, causing a small decrease in airspeed, with no change in the position of the throttle or thrust lever, will eventually lead to a net increase in sink rate, not a net decrease in sink rate.
In the "region of reversed command", you must advance the throttle or thrust lever, not retard it, to maintain altitude (or to maintain a constant climb rate or sink rate) as you slowly move the control stick or yoke aft to decrease airspeed.
Note that this does NOT mean that in the "region of reversed command", if you want to maintain a constant altitude as you move the throttle or thrust lever forward, you are forced to move the stick or yoke aft and let the airspeed decrease. You could instead put the stick forward to allow the aircraft to accelerate out of the "region of reversed command".
If for a given position of the throttle or thrust lever, your aircraft's engine is putting out constant horsepower regardless of airspeed, which is characteristic of a piston or turboprop engine, then the "region of reversed command" will be the part of the flight envelope where the airspeed is lower than the airspeed for minimum power-required. I.e. the part of the power-required graph that lies to the left of the airspeed where the minimum power is required.
On the other hand, if your aircraft is putting out constant thrust regardless of airspeed, which is characteristic of a jet engine with no propeller, then the "region of reversed command" will be the part of the flight envelope where the airspeed is lower than the airspeed for minimum thrust-required. I.e. the part of the power-required graph that lies to the left of the airspeed where the minimum thrust is required.
A more nuanced approach would consider the shape of the power-required curve and the power-delivered curve for any given position of the throttle or thrust lever. On such a graph, the "region of reversed command" is any region where, as we decrease airspeed, we make the value of (power delivered minus power required) get less positive or more negative. This is the part of the flight envelope where a decrease in airspeed will lead to a decrease in climb rate or an increase in sink rate, with no change in the position of the throttle or thrust lever.
This answer could be expanded to consider the effects of constant-speed propeller.
All the above content could also be restated and simplified to eliminate any reference to the position of the control stick or yoke, and focus solely on airspeed. Also if we wished, we could eliminate any reference to the position of the throttle or thrust lever, and focus solely on thrust-required or power-required. It's just a matter of definitions. If by "region of reversed command", we simply mean that we need more thrust to maintain altitude while flying a little slower than while flying a little faster, than obviously the "region of reversed command" is the part of the thrust-required graph that lies to the left of the minimum thrust-required point. Similarly, if by "region of reversed command", we simply mean that we need more power to maintain altitude while flying a little slower than while flying a little faster, than obviously the "region of reversed command" is the part of the power-required graph that lies to the left of the minimum power-required point. It's just a matter of defining our terms.
We could also define the "region of reversed command" slightly differently-- as the part of the flight envelope where a small aftwards change in the position of stick or yoke, leading to a small decrease in airspeed, causes the glide angle (relative to the airmass) to get steeper rather than shallower. In the power-off case, this region would include any airspeed lower than the best L/D airspeed.
With any of these various definitions, it would seem to be an error to suggest that being in the "region of reversed command" profoundly changes an aircraft's basic pitch stability dynamics and/or pitch control response dynamics and/or speed stability dynamics, unless we've introduced an autopilot (or human pilot) into the loop that is trying to use pitch control inputs to maintain altitude or maintain a set climb or descent rate or stay on a fixed glide slope, etc.
Another answer has inspired the following thoughts:
In the "region of normal command", we may control the aircraft in any of the following ways:
1) Increase airspeed by moving the control stick or yoke forward, and decrease airspeed by moving the control stick or yoke aft, with no change to the position of the thrust lever or power lever (throttle). The climb rate or sink rate will not remain exactly constant.
2) Increase airspeed by moving the control stick or yoke forward, and decrease airspeed by moving the control stick or yoke aft, while simultaneously adjusting the thrust or power level (throttle) as needed to hold altitude or climb rate or sink rate constant. (Move the lever forward to increase climb rate or decrease sink rate, and aft to decrease climb rate or increase sink rate.)
3) Increase sink rate (or decrease climb rate) by moving the control stick or yoke forward, and decrease sink rate (or increase climb rate) by moving the control stick or yoke aft, with no change to the position of the thrust or power lever (throttle). The airspeed will not remain exactly constant.
4) Increase sink rate (or decrease climb rate) by moving the control stick or yoke forward, and decrease sink rate (or increase climb rate) by moving the control stick or yoke aft, while simultaneously adjusting the thrust or power level (throttle) as needed to hold airspeed constant. (Move the thrust or power lever forward to increase airspeed, and aft to decrease airspeed.)
In the "region of reversed command", only methods 1 and 2 will work. Methods 3 and 4 will not work.
Other methods of controlling the aircraft that will work in the "region of reversed command"--
5) Move the control stick or yoke aft to increase the sink rate, and move the control stick or yoke forward to decrease the sink rate, while leaving the thrust or power level in a fixed position. The airspeed will not stay exactly constant. Do not try this near the stall angle-of-attack!
6) Move the control stick or yoke aft to increase the sink rate, and move the control stick or yoke forward to decrease the sink rate, while simultaneously adjusting the thrust or power level (throttle) as needed to hold airspeed constant. (Move the thrust or power lever aft to increase airspeed, and forward to decrease airspeed-- very counterintuitive-- just as with method 4, this method only works because it forces the pilot to modulate his pitch control inputs in a way that leads to the desired change in airspeed.) Again, it is unwise to try this near the stall angle-of-attack.
However, methods 5 and 6 will ONLY work if the pilot waits a good while after any pitch input to see the ULTIMATE, not IMMEDIATE, result in the sink rate or climb rate before making an additional follow-up pitch input. Thus they are really not very practical in most cases.
To help illustrate the difference between the immediate and ultimate results of a pitch input in the "region of reversed command", consider this-- it is perfectly possible to execute a landing flare in the "region of reversed command", keeping the stick or yoke moving aft to generate an abnormally low sink rate (essentially zero or nearly zero) for the power setting (which may be near zero, especially in a light plane or glider.) Here the stick is or yoke is being moved AFT, not forward, to arrest the sink rate as the airspeed decreases. However, this maneuver is not sustainable-- if the pilot keeps moving the stick or yoke aft, the plane will eventually stall, while if he stops the aft movement of the stick or yoke just short of the stall position, the plane will start sinking at a high rate.
In the "region of reverse command", for maneuvers other than the landing flare, it is usually best to keep things simple and use pitch inputs ONLY for airspeed control, not control of sink rate or climb rate. In the "region of reverse command", it is most practical to accomplish changes in sink rate or climb rate by moving the thrust or power lever.