You can disable an existing rule by changing the visibility.
To change the visibility, press the 'eye' icon in the top right. This will toggle it on or off.
Disabling a rule, will only disable the forward looking effects. Any rule evaluations which have happened in the past will remain, such as assigning a specific training to a learner.
The Assignment Rule is disabled, while the Nudge rule is enabled.