No, it is a physical change. A chemical reaction involves changing a molecule(s) into something else. When dissolving sugar in water, you still have sugar and you still have water.
The answer to this question depends on what you are focusing on. While it can be considered a change of physical state, the solid sugar becoming an aqueous solution, it can also be considered a...