PILOT: New Framework Lets Long-Running Agents Self-Improve
badumtsssst · reddit · 2026-08-29
The paper 'PILOT: Learning to Improve Long-Horizon Agents' introduces a framework allowing agents to improve themselves during the same run. By leveraging continuous reflection and policy updates, it addresses performance decay in long-horizon tasks, boosting adaptability and efficiency.
Related event: PILOT Enables Self-Improving Long-Horizon Agents(2 posts)→
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