Self-Designed Evaluators and Warm Memory for Long-Horizon Agents
SelfSuite is presented, in which the agent's own base model, given only the world's public materials, designs a small evaluation suite of weighted judges and grounded per-task briefs, freezes it, and uses it to gate a keep-best retry and to label a typed, outcome-tracked memory.
Saeid Asgari, Emre Kıcıman, Leonardo de Oliveira Nunes et al.
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