I resolve this like
<DatePicker
name={'joinedAt'}
value={values['joinedAt']}
onChange={e => setFieldValue('joinedAt', e)}
/>
Update on 2020-03-08:
You can use e.target.value
on setFieldValue’s second prop, depends on your custom input design. Thanks to Brandon.