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Other literature type . 2025
License: CC BY
Data sources: ZENODO
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
ZENODO
Other literature type . 2025
License: CC BY
Data sources: Datacite
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Kinetiq Engine: Hybrid Generative Motion Synthesis via Ecological Interaction Data

Authors: Reis Verdin, Isaías;

Kinetiq Engine: Hybrid Generative Motion Synthesis via Ecological Interaction Data

Abstract

While generative motion models can synthesize human movement from text, they consistently underperform in production environments due to physics failures (the "Gelatin Problem"). This paper introduces Kinetiq Engine, a browser-native hybrid synthesis system. We deviate from standard approaches by training on Ecological Interaction Data derived from persistent virtual worlds and employing a WebAssembly refinement pipeline that enforces skeletal physics constraints client-side. Kinetiq demonstrates that high-fidelity motion refinement can run at 60 FPS in a standard web browser without asset leakage.

Keywords

TextMotion, WebAssembly, Motion Synthesis, Ecological Data, MDM, Thirdrez Labs, AIMotion, LoRA, Physics-Based Animation, Generative Motion

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average