#alfworld
Alfworld: 2 AI articles covering alfworld news, analysis, and research
Articles
Heavy-Tailed Memory Traces in Long-Horizon Language AgentsNEW⭐9
Long-horizon language agents show heavy-tailed memory traces. This study introduces CTWM, a rank-based memory controller that cuts tail prediction error and tok...
Where Does Harness-Oimization Value Live? Localized Gains and⭐8
Nearly all optimization value in self-evolving LLM agents resides in reflection/control slots, not role or strategy, as revealed by HARNESSEVO.