If you just want to leave the room, then you can call the leaveRoom API. You don't need to disconnect and then reconnect again.
You need to pass in the id of the room you are currently in. The result of this operation is in onLeaveRoomDone of the RoomRequestListener.
warpClient.leaveRoom(String roomId);