Hi, the whole Oct. should be the best time to visit Beijing, Chengde and Tianjin. Winter will not visit these cities until later Nov. So, you could enjoy the comfortable climate in fall when traveling during that period. But, the early morning and late night may be a little cold so that a light sweater or jacket is needed. Although it will be little rainfall during that period, you'd better to take a unbrella in case.