First, we find that the minimal polynomial for $2+\sqrt{3}$ is:
$$x^2-4x+1$$
And by inspecting initial conditions, we may then state:
$$\left(2+\sqrt{3}\right)^n=U_n+V_n\sqrt{3}$$
where both $U$ and $V$ are defined recursively by:
$$W_{n+1}=4W_{n}-W_{n-1}$$
and:
$$U_0=1,\,U_1=2$$
$$V_0=0,\,U_1=1$$
Now, we can see that $U_n$ and $V_n$ have opposing parities, and given:
$$\left\lfloor U_n+V_n\sqrt{3} \right\rfloor=U_n+V_n\left\lfloor \sqrt{3} \right\rfloor=U_n+V_n$$
We may then conclude that for all natural numbers $n$ that $$\left\lfloor \left(2+\sqrt{3}\right)^n \right\rfloor$$ must be odd, since the sum of an odd and an even natural number will always be odd.