The temp difference will be large in October Beijing. It still will be hot in the day time in early October but become cold in late October.

Badaling is the most famous section and receives most tourists every year, so it maybe crowded, especially in holidays and weekends.

Mutianyu is less famous but is also good. It's not crowded. Besides, it's more original.