Yes, Actinomyces can cause pneumonia, although it is relatively rare. It is most commonly seen in immunocompromised individuals, and is caused by the inhalation of Actinomyces organisms. Symptoms include fever, sputum production, and chest pain, and it is usually treated with antibiotics.