seniorR
How does R's garbage collector work internally?
Updated May 24, 2026
Short answer
R's garbage collector reclaims memory using mark-and-sweep across environments and object references.
Deep explanation
R tracks object reachability from root environments. During GC, it marks reachable objects and sweeps unreferenced ones. Memory is managed in Vcells and cons cells, and fragmentation can still occur in long-running sessions.
Unlock with a Pro subscription to view this section.
View pricingReal-world example
No real-world example available yet.
Unlock with a Pro subscription to view this section.
Upgrade to ProCommon mistakes
No common mistakes listed yet.
Unlock with a Pro subscription to view this section.
Upgrade to ProFollow-up questions
No follow-up questions available yet.
Unlock with a Pro subscription to view this section.
Upgrade to Pro