Preventing Remote Desktop from reconnecting to lost connections after waking
Yes

You can edit the connection and under the login settings you can untick the Reconnect automatically if disconnected box. You can configure this in the Default.rdp file or alternatively in each connection if you save separate rdp files. However, as far as I am aware it will only worked if you have saved settings for that particular machine/server.