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Melike Erol-Kantarci — most-cited papers & profile · Reinforcement Learning
← authors
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overview
Melike Erol-Kantarci
15
papers ·
49
citations
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Most-cited papers
IoT-Aerial Base Station Task Offloading with Risk-Sensitive Reinforcement Learning for Smart Agriculture
2022 · 34 citations
Deep Reinforcement Learning for Task Offloading in UAV-Aided Smart Farm Networks
2022 · 1 citations
Reinforcement Learning Based Resource Allocation for Network Slices in O-RAN Midhaul
2022 · 1 citations
Edge Learning via Federated Split Decision Transformers for Metaverse Resource Allocation
2026
Beam Selection in ISAC using Contextual Bandit with Multi-modal Transformer and Transfer Learning
2025
Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures
2021
Hierarchical Deep Q-Learning Based Handover in Wireless Networks with Dual Connectivity
2023
To Risk or Not to Risk: Learning with Risk Quantification for IoT Task Offloading in UAVs
2023
Top co-authors
Turgay Pamuklu
· 3
Aisha Syed
· 2
Anne Catherine Nguyen
· 2
W. Sean Kennedy
· 2
Aisha Syed
· 1
Akram Bin Sediq
· 1
Ali Afana
· 1
Anne Catherine Nguyen
· 1
Atakan Aral
· 1
Fatih Temiz
· 1
Han Zhang
· 1
Hao Zhou
· 1
Topics
Multi-Agent
Value-Based
Safe RL
Model-Based RL
Exploration
Meta-RL
Offline RL
Policy Gradient