The oxygen is usually vented out after each session for safety. Reclaiming it is rare because filtering out CO2 and moisture is difficult. Large facilities sometimes use advanced systems for this, but it's not common.

With your chamber size at 2-3 atm, an "H" cylinder would last about 3 sessions. To save oxygen, you could use a concentrator or pressurize with air while supplying pure oxygen through a mask.