If you have youtube Account, you can change settings to get high resolution videos by default if available.

For that Login in Account --> Click on Settings (Top Left Menu) --> Playback (Left) -->Video Playback Quality-->Always choose the best option for me based on my player size.

Finally click on Save button to save & enable the change.

Enable HD youtube video Playback