From your 'My Hub' page (please see below)
If you go to the 'Menu' icon in the top right...
then select 'Exercises' from the options
Select the 'Custom Exercises' tab from the 2 options at the top of your page
And click the 3 horizontal grey dots to the right of any custom exercise to 'Edit'
Where all the details can be changed.