Parvin Malekzadeh

26 papers C 1Misc 6Journal 14Unranked 5

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