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A. Devi

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Open access Jul 2026

Adaptive self-supervised learning for real-time problem solving in autonomous systems.

The AdaptSolveAI with SelfSolveNet framework provides a practical recipe for resilient and safety-aware autonomy by enabling continuous learning from unlabeled streams, adaptation within fixed computational budgets, and action execution under control barrier function-based safety constraints.

Nagunuri Rajender, Girish Reddy Ginni, K. Rayudu et al. · 0 citations