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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.

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