Dynamic hyperinflation limits exercise tolerance in patients with chronic obstructive pulmonary disease (COPD). Recently, several innovative approaches have been developed to reduce the burden of dynamic hyperinflation. Two such innovations, ventilation-feedback training and Heliox supplementation during exercise show great promise and posit a reduction in dynamic hyperinflation as a key to their effectiveness. In our recently completed trial, when age, FEV1 and RV/TLC were controlled, exercise plus VF (E+VF) was superior to E training alone (E only) or VF training alone in improving exercise tolerance. The mechanism responsible for this difference was, in part, a reduction in exercise-induced dynamic hyperinflation secondary to a change in breathing pattern. In additional preliminary studies, we determined that exercise tolerance can be increased when patients exercise while inhaling Heliox. Similar to VF, the mechanism for exercise improvement with Heliox was a reduction in exercise-induced dynamic hyperinflation. Although both interventions are promising, there are no definitive data to support use of either intervention as a standard of care for pulmonary rehabilitation.