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A. Fachantidis · SciRah

Researcher profile · Semantic Scholar

A. Fachantidis

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A. Fachantidis — researcher profile on SciRah

h-index: 9
Works: 21
Citations: 373

Most-cited papers

Reinforcement learning agents providing advice in complex video games
Matthew E. Taylor, Nicholas Carboni, A. Fachantidis, I. Vlahavas +1 more
2014Connection science80 citations Open access
Semantic Scholar
Learning to Teach Reinforcement Learning Agents
A. Fachantidis, Matthew E. Taylor, I. Vlahavas
2017Machine Learning and Knowledge Extraction65 citations Open access
Semantic Scholar
Deep Reinforcement Learning: A State-of-the-Art Walkthrough
Aristotelis Lazaridis, A. Fachantidis, I. Vlahavas
2020Journal of Artificial Intelligence Research63 citations Open access
Semantic Scholar
Knowledge transfer in reinforcement learning
A. Fachantidis
201630 citations
Semantic Scholar
Transferring task models in Reinforcement Learning agents
A. Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, I. Vlahavas
2013Neurocomputing27 citations
Semantic Scholar
A prediction model of passenger demand using AVL and APC data from a bus fleet
Patroklos Samaras, A. Fachantidis, Grigorios Tsoumakas, I. Vlahavas
2015Panhellenic Conference on Informatics23 citations Open access
Semantic Scholar
Transfer learning with probabilistic mapping selection
A. Fachantidis, Ioannis Partalas, Matthew E. Taylor, I. Vlahavas
2015Adaptive Behavior19 citations
Semantic Scholar
Transfer Learning via Multiple Inter-task Mappings
A. Fachantidis, Ioannis Partalas, Matthew E. Taylor, I. Vlahavas
2011European Workshop on Reinforcement Learning17 citations
Semantic Scholar
Information System for Symptom Diagnosis and Improvement of Attention Deficit Hyperactivity Disorder: Protocol for a Nonrandomized Controlled Pilot Study
N. Pandria, Vasileia Petronikolou, Aristotelis Lazaridis, Christos Karapiperis +6 more
2022JMIR Research Protocols12 citations Open access
Semantic Scholar
Model-based reinforcement learning for humanoids: A study on forming rewards with the iCub platform
A. Fachantidis, A. D. Di Nuovo, A. Cangelosi, I. Vlahavas
2013IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain8 citations Open access
Semantic Scholar
Agents Teaching Humans in Reinforcement Learning Tasks
Yusen Zhan, A. Fachantidis, I. Vlahavas, Matthew E. Taylor
20147 citations
Semantic Scholar
Learning to play Monopoly : A Reinforcement Learning approach
Panagiotis Bailis, A. Fachantidis, I. Vlahavas
20146 citations
Semantic Scholar
Classifying Biomedical Figures by Modality via Multi-Label Learning
Athanasios Lagopoulos, Nikolaos Kapraras, V. Amanatiadis, A. Fachantidis +1 more
2019IEEE journal of biomedical and health informatics4 citations
Semantic Scholar
Transferring Models in Hybrid Reinforcement Learning Agents
A. Fachantidis, Ioannis Partalas, Grigorios Tsoumakas, I. Vlahavas
2011International Conference on Engineering Applications of Neural Networks4 citations Open access
Semantic Scholar
From Lengthy to Lucid: A Systematic Literature Review on NLP Techniques for Taming Long Sentences
Tatiana Passali, Efstathios Chatzikyriakidis, Stelios Andreadis, T. Stavropoulos +3 more
2023arXiv.org3 citations
Semantic Scholar
Multi-label Modality Classification for Figures in Biomedical Literature
Athanasios Lagopoulos, A. Fachantidis, Grigorios Tsoumakas
20172017 IEEE 30th International Symposium on Computer-Based Medical Systems (CBMS)2 citations
Semantic Scholar
An Autonomous Transfer Learning Algorithm for TD-Learners
A. Fachantidis, Ioannis Partalas, Matthew E. Taylor, I. Vlahavas
2014Hellenic Conference on Artificial Intelligence2 citations
Semantic Scholar
Segmento: An R-based Visualization-rich System for Customer Segmentation and Targeting
A. Fachantidis, Athanasios Tsiaras, Grigorios Tsoumakas, I. Vlahavas
2016Hellenic Conference on Artificial Intelligence1 citations
Semantic Scholar
Autonomous Selection of Inter-Task Mappings in Transfer Learning (extended abstract)
A. Fachantidis, Ioannis Partalas, Matthew E. Taylor, I. Vlahavas
2013AAAI Spring Symposium: Lifelong Machine Learning1 citations
Semantic Scholar
Practical aspects of the education of students with hearing impairment in the Greek University
E. Kasapi, Despoina Theodosiadou, A. Fachantidis
20090 citations
Semantic Scholar
Online Shopping: Perceptions Of Greek Consumers
Vaggelis Saprikis, A. Fachantidis, M. Vlachopoulou
2009Mediterranean Conference on Information Systems0 citations
Semantic Scholar

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