You can do this to retrieve the channel id:
Retrieve Youtube Channel info for "Vanity" channel
And later, with channel id you can retrieve the channel's playlists:
https://developers.google.com/youtube/v3/docs/playlists
And then you can use each playlist id to retrieve the PlayListItems, and in this way retrieve all the videoIds in the channel: