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researcher

S. Atakishiyev

10 papers hereh-index 7372 citations12 works total

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

author position
  • first author8
  • middle author1
  • last author1

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.AI3
  • cs.CL2
  • cs.CV2
  • cs.RO2
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedExplainable Artificial Intelligence for Autonomous Driving: A Comprehensive Overview and Field Guide for Future Research Directions

74 citations · 89 across the 10 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.LG2026

Mesh-RL: Coupled subgrid reinforcement learning

Behnam Gheshlaghi, Bahador Rashidi, Shahin Atakishiyev

Reinforcement learning in large or sparse-reward environments suffers from slow temporal-difference reward propagation, as value information spreads only locally across the state s…

cs.CV2026

An End-to-End Decision-Aware Multi-Scale Attention-Based Model for Explainable Autonomous Driving

Maryam Sadat Hosseini Azad, Shahriar Baradaran Shokouhi, Amir Abbas Hamidi Imani +2

The application of computer vision is gradually increasing across various domains. They employ deep learning models with a black-box nature. Without the ability to explain the beha…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.