#agent memory
3 briefs tagged #agent memory.
Research
RoMeRL targets memory failures in self-evolving agents
The method uses fixed-dimensional utility states to reduce feedback dispersion and misleading memory rewards.
arXiv cs.CL+1 outlet·Aug 11
Research
FocusMem targets latent memory failures in GUI agents
The method separates content, readout and trust while keeping the GUI policy frozen.
HF Daily Papers·Aug 5
Research
New benchmarks test whether LLM agents can evolve skills
Recent arXiv papers probe skill learning, retrieval and memory in self-evolving agents.
arXiv cs.AI+1 outlet·Aug 4