Autocrats can be more adventurous in war because they are judged on delivering goodies to cronies, not policy performance — so they fight in a broader range of circumstances, are less likely to add resources when losing if it would cost their cronies, and survive defeat as long as they keep paying cronies and aren't removed by a victorious foreign rival.