Step 1: Rule.
After "learn," we use the infinitive form without "to." Step 2: Apply.
"I will learn ride" is wrong, the correct form is "I will learn to ride," but since "ride" is the closest, (A) is correct compared to wrong forms like "rode" or "to rode."