Repo · Benchmarks & research
lejudge-jev-jepa
Natural-language constraints for JEPA planning, judged by a decision model.
Open github.com ↗From the repository
Natural-language constraints for JEPA world-model planning, judged by a decision model instead of an LLM.
decision-modeljepajev-modelmachine-learningworld-models
How builders describe it
Natural-language constraints for JEPA world-model planning, judged by a decision model instead of an LLM.
English-programmable cost module for JEPA PushT planning: linear probes verbalize imagined latents and Jev judges each constraint step, folded into CEM cost with memoised step facts.
The decision Jev makes
Benchmark questions with known answers, to check accuracy and confidence.
Where it fits
Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →
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