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cs.LG 1

years

2026 1

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CONDITIONAL 1

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Continual Harness: Online Adaptation for Self-Improving Foundation Agents

cs.LG · 2026-05-11 · conditional · novelty 8.0

Continual Harness automates online self-improvement for foundation-model embodied agents by refining prompts, sub-agents, skills, and memory within one run, cutting button-press costs on Pokemon Red and Emerald and closing much of the gap to expert harnesses.

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  • Continual Harness: Online Adaptation for Self-Improving Foundation Agents cs.LG · 2026-05-11 · conditional · none · ref 17

    Continual Harness automates online self-improvement for foundation-model embodied agents by refining prompts, sub-agents, skills, and memory within one run, cutting button-press costs on Pokemon Red and Emerald and closing much of the gap to expert harnesses.