💼 Full-Time Position

PhD Position F/M Structured Ego-World Models for Scaling Dexterous Robot Learning

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INRIA
📍 Paris, Île-de-France, France
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Location
Paris, France
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Posted
June 30, 2026
Type
Full-Time
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Full-Time Opportunity: This is a permanent, full-time position with a competitive package and real career growth potential.

Job Description

PhD Position F/M Structured Ego-World Models for Scaling Dexterous Robot Learning

Le descriptif de l’offre ci-dessous est en Anglais

Type de contrat : CDD

Niveau de diplôme exigé : Bac + 5 ou équivalent

Fonction : Doctorant

Niveau d'expérience souhaité : Jeune diplômé

Mission confiée

Context & Motivation: Recent breakthroughs in generalist robot learning are increasingly driven
by behavior cloning on large-scale heterogeneous teleoperation data across diverse robotic
platforms. However, a fundamental architectural bottleneck remains: these systems overwhelmingly
reduce perception and control to a monolithic, direct pixel-to-action mapping. This paradigm tightly
entangles scene semantics, camera viewpoint, environmental dynamics, and robot-specific morphology
within a single latent space. Consequently, while these models excel at interpolating within th...