SKILL

entropy_adaptation_step

VectorSpaceLabListed

Primary machine endpoint

https://github.com/VectorSpaceLab/AREX-Skill/tree/HEAD/skills/task-oriented/PaperBench/skills/test-time-model-adaptation/skill/tent_entropy_minimization/entropy_adaptation_step

Use with an agent

SUMMARY

What it does

Run and validate Tent-style entropy minimization updates on unlabeled target batches with trainable modulation parameters.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

testingweight 100 · confidence 88

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_59F9E84984A8Canonical source

https://github.com/VectorSpaceLab/AREX-Skill/blob/ac3fe1afa80fb9a09775ecfb2b6cc3ba850a2db6/skills/task-oriented/PaperBench/skills/test-time-model-adaptation/skill/tent_entropy_minimization/entropy_adaptation_step/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: ac3fe1afa80f

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.