You definately can train an older dog. The main issue you want to watch out for is that older dogs are often not motivated to learn; they may be less treat oriented or just less interested in doing new things, than younger dogs. And they may not be as fast as younger dogs, as far as movements such as sit, down, etc., because they may have arthritis or just not be as physically strong as younger dogs.