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Author

Ananya Hazarika

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Review Sep 2026

Toward Unified Robot Learning: Bridging Representation, Vision-Language-Action, and World Models

For robots to operate reliably in real-world environments, they need to perceive their surroundings, act, and reason about the consequences of those actions. Rapid progress in the domains of representation learning, VLA models, and world models has significantly enhanced the capabilities of robot learning systems, enab...

Shaunak A. Mehta, Ananya Hazarika, Haochen Zhang et al. · 0 citations

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