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An Explicit Feedback Contract for Iterative ML-Agent Harnesses

arXiv cs.LG ↗ · 2026-10-22 Cached

Walmart Global Tech and university researchers propose an explicit feedback contract for iterative ML-agent harnesses that only releases validation scores above a noise threshold computed from paired standard error, reducing adaptive overfitting to the validation split and preventing agents from chasing noise across repeated submissions.

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#ml-agents

@neural_avb: This is what you can achieve with 5-6 hours of Self-Play RL training by the way Actors view the projectiles with lidar …

X AI KOLs Timeline ↗ · 2026-05-16 Cached

A thread sharing a video of self-play RL training with lidar and PPO in Unity, followed by a lecture on building AlphaGo from scratch.

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@Thom_Wolf: Love this work from Aksel and the post-training team at Hugging Face! Turns out the HF ecosystem (papers, datasets, mod…

X AI KOLs Following ↗ · 2026-04-21 Cached

Hugging Face’s post-training team demonstrates how the HF ecosystem enables ML agents to autonomously train any AI model to peak performance.

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