The connection would need to be either via AWS Direct Connect or a VPN Connection, both of which connect to an Amazon VPC via a Virtual Private Gateway rather than an Internet Gateway.
It would be possible to establish a Software VPN connection back to on-premise, which would require software configuration, an Internet Gateway and a Public IP address (for the Software VPN). However, the provided answers make no mention of a Software VPN.