Method Drift›Agent / long-term memory
Tracked
MemBuilder
MemBuilder: Reinforcing LLMs for Long-Term Memory Construction via Attributed Dense RewardsAgent / long-term memory · first seen Jan 9, 2026
current frontier — recent, not yet superseded in the knowledge base
0 papers critique it · 0 beat it on benchmarks
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.