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Safia Fatima

2 papers hereh-index 11 citations4 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.RO1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

works on
camera-only navigation 1fault recovery 1line following 1low-cost UGV 1visual odometry 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

cs.RO2026

Self-Healing Visual Recovery for Autonomous Ground Vehicles Using Camera-Only Visual Odometry

Jakob Solberg Berntzen, Safia Fatima, Leon Moonen

The paper proposes a lightweight two‑stage recovery method that lets low‑cost ground robots follow painted floor lines using only a single camera, by first relaxing line detection…

cs.SE2026

CRRL: A Causality-Based Reinforcement Learning Framework for Autonomous System Recovery

Safia Fatima, Kai Olav Ellefsen, Leon Moonen

Traditional reinforcement learning (RL) for recovery in autonomous systems lacks causal understanding and generalizes poorly to novel failure scenarios. RL policies often stall in…

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