Add peanut butter and milk to a bowl, then mix well.
Add honey and vanilla extract, and mix again.
Pour the mixture into an ice cream maker and churn for 20-30 minutes.
Transfer the finished ice cream to a container and freeze for 2 hours.
Scoop and serve in a bowl.