Parvin Malekzadeh

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 23

Top Topics

Particle Filter

Temporal Difference

Reinforcement Learning

Kalman Filtering

Top Venues

Publications

Parvin Malekzadeh, Konstantinos N. Plataniotis, Zissis Poulos, Zeyu Wang
A Robust Quantile Huber Loss with Interpretable Parameter Adjustment in Distributional Reinforcement Learning. ICASSP (2024)
Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis
A unified uncertainty-aware exploration: Combining epistemic and aleatory uncertainty. CoRR (2024)
Parvin Malekzadeh, Konstantinos N. Plataniotis, Zissis Poulos, Zeyu Wang
A Robust Quantile Huber Loss With Interpretable Parameter Adjustment In Distributional Reinforcement Learning. CoRR (2024)
Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis
A Unified Uncertainty-Aware Exploration: Combining Epistemic and Aleatory Uncertainty. ICASSP (2023)
Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning. CoRR (2023)
Parvin Malekzadeh, Ming Hou, Konstantinos N. Plataniotis
Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning☆. Neurocomputing 530 (2023)
Parvin Malekzadeh, Mohammad Salimibeni, Ming Hou, Arash Mohammadi, Konstantinos N. Plataniotis
AKF-SR: Adaptive Kalman Filtering-based Successor Representation. CoRR (2022)
Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation. Sensors 22 (4) (2022)
Parvin Malekzadeh, Mohammad Salimibeni, Ming Hou, Arash Mohammadi, Konstantinos N. Plataniotis
AKF-SR: Adaptive Kalman filtering-based successor representation. Neurocomputing 467 (2022)
Parvin Malekzadeh, Konstantinos N. Plataniotis
Combining information-seeking exploration and reward maximization: Unified inference on continuous state and action spaces under partial observability. CoRR (2022)
Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis
Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation. CoRR (2021)
Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Petros Spachos, Konstantinos N. Plataniotis
Makf-Sr: Multi-Agent Adaptive Kalman Filtering-Based Successor Representations. ICASSP (2021)
Mohammad Salimibeni, Parvin Malekzadeh, Arash Mohammadi, Konstantinos N. Plataniotis
Distributed Hybrid Kalman Temporal Differences for Reinforcement Learning. ACSSC (2020)
Parvin Malekzadeh, Mohammad Salimibeni, Arash Mohammadi, Akbar Assa, Konstantinos N. Plataniotis
MM-KTD: Multiple Model Kalman Temporal Differences for Reinforcement Learning. IEEE Access 8 (2020)
Mohammadamin Atashi, Parvin Malekzadeh, Mohammad Salimibeni, Zohreh Hajiakhondi-Meybodi, Konstantinos N. Plataniotis, Arash Mohammadi
Orientation-Matched Multiple Modeling for RSSI-based Indoor Localization via BLE Sensors. EUSIPCO (2020)
Mohammad Salimibeni, Zohreh Hajiakhondi-Meybodi, Parvin Malekzadeh, Mohammadamin Atashi, Konstantinos N. Plataniotis, Arash Mohammadi
IoT-TD: IoT Dataset for Multiple Model BLE-based Indoor Localization/Tracking. EUSIPCO (2020)
Parvin Malekzadeh, Shervin Mehryar, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi
Non-Gaussian BLE-Based Indoor Localization Via Gaussian Sum Filtering Coupled with Wasserstein Distance. ICASSP (2020)
Parvin Malekzadeh, Mohammad Salimibeni, Arash Mohammadi, Akbar Assa, Konstantinos N. Plataniotis
MM-KTD: Multiple Model Kalman Temporal Differences for Reinforcement Learning. CoRR (2020)
Mohammad Salimibeni, Parvin Malekzadeh, Mohammadamin Atashi, Mihai Barbulescu, Konstantinos N. Plataniotis, Arash Mohammadi
Event-Triggered Monitoring/Communication of Inertial Measurement Unit for IoT Applications. IEEE SENSORS (2019)
Parvin Malekzadeh, Mohammad Salimibeni, Mohammadamin Atashi, Mihai Barbulescu, Konstantinos N. Plataniotis, Arash Mohammadi
Gaussian Mixture-based Indoor Localization via Bluetooth Low Energy Sensors. IEEE SENSORS (2019)
Mohammadamin Atashi, Mohammad Salimibeni, Parvin Malekzadeh, Mihai Barbulescu, Konstantinos N. Plataniotis, Arash Mohammadi
Multiple Model BLE-based Tracking via Validation of RSSI Fluctuations under Different Conditions. FUSION (2019)
Shervin Mehryar, Parvin Malekzadeh, Santiago Mazuelas, Petros Spachos, Konstantinos N. Plataniotis, Arash Mohammadi
Belief Condensation Filtering for RSSI-Based State Estimation in Indoor Localization. ICASSP (2019)
Parvin Malekzadeh, Arash Mohammadi, Mihai Barbulescu, Konstantinos N. Plataniotis
STUPEFY: Set-Valued Box Particle Filtering for Bluetooth Low Energy-Based Indoor Localization. IEEE Signal Process. Lett. 26 (12) (2019)