Hunting and foraging is a great fun autumn activity. The kids will love being outside and collecting all sorts of treasures. It also helps teach them about seasonal changes and to enjoy the different types of nature that surrounds them.
Being stuck inside with young children on cold wet days is hard on both children and parents. There are many fun educational things that you can do that use everyday materials you have around the house at very little cost.