If SSL (TLS) pinning is configured through Info.plist, i.e. using NSAppTransportSecurity, as described in Apple's Identity Pinning: How to configure server certificates for your app post, it automatically becomes applied to AVPlayer's streams.
However, I don't have a source from Apple confirming this; only my own testing with Proxyman.