Sibley has decided to spend the winter working on his batting at home in a bid to regain England selection.
The touring party - which includes Bears batter Rob Yates - will depart on the 4 November along with the Test specialists selected in the Ashes squad.
The Lions will be in camp alongside the England Ashes squad and will play two intra-squad matches (1 x 3-day and 1 x 4-day matches) in Queensland.
They will also take on Australia A in a four-day match. Dates and venues are still to be confirmed. The party will return home on 16 December.