Loukia Avramelou

13 papers Journal 6Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Neuromorphic photonic neural networks for on-chip gas spectra classification. Appl. Soft Comput. Loukia Avramelou, Manos Kirtas, Odysseas Asimopoulos, Theodoros Moschos, Antonios Prapas, Georgios Tsamis, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Aitor V. Velasco, Irene Olivares, Carlos Alonso-Ramos, Sara Toxqui Rodríguez, Nikolaos Passalis, Nikolaos Pleros, Anastasios Tefas
2025	—	`conf`	Expert-Guided Deep Reinforcement Learning for Autonomous Financial Asset Trading. IISA Ioannis Drossas, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2025	—	`conf`	Integrating Contractive Loss in Proximal Policy Optimization for Robust Decision-Making. EUSIPCO Michail Dadopoulos, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2025	—	`conf`	Model Merging for Deep Reinforcement Learning in Autonomous Financial Trading Systems. IISA Loukia Avramelou, Dimitrios Litsidis, Nikolaos Passalis, Anastasios Tefas
2025	—	`conf`	Robust Robotic Perception Using Adaptive Multiplicative Optimization for Deep Reinforcement Learning. IISA Loukia Avramelou, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2025	J	`jnl`	Sign potential-driven multiplicative optimization for robust deep reinforcement learning. Neural Networks Loukia Avramelou, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas
2024	J	`jnl`	Deep reinforcement learning for financial trading using multi-modal features. Expert Syst. Appl. Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Anastasios Tefas
2024	J	`jnl`	Using Part-based Representations for Explainable Deep Reinforcement Learning. CoRR Manos Kirtas, Konstantinos Tsampazis, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2023	—	`conf`	Cryptosentiment: A Dataset and Baseline for Sentiment-Aware Deep Reinforcement Learning for Financial Trading. ICASSP Workshops Loukia Avramelou, Paraskevi Nousi, Nikolaos Passalis, Stavros Doropoulos, Anastasios Tefas
2023	—	`conf`	Domain-Specific Large Language Model Finetuning using a Model Assistant for Financial Text Summarization. SSCI Loukia Avramelou, Nikolaos Passalis, Grigorios Tsoumakas, Anastasios Tefas
2023	J	`jnl`	Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management. CoRR Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Theodoros Manousis, Konstantinos Tsampazis, Kyriakos Stefanidis, Dimitris Spanos, Emmanouil Kirtas, Pavlos Tosidis, Avraam Tsantekidis, Nikolaos Passalis, Anastasios Tefas
2023	—	`conf`	Using Part-Based Representations for Explainable Deep Reinforcement Learning. PKDD/ECML Workshops (2) Manos Kirtas, Konstantinos Tsampazis, Loukia Avramelou, Nikolaos Passalis, Anastasios Tefas
2022	J	`jnl`	Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning. Neural Comput. Appl. Nikolaos Passalis, Loukia Avramelou, Solon Seficha, Avraam Tsantekidis, Stavros Doropoulos, Giorgos Makris, Anastasios Tefas