Mirco Musolesi

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 113

Top Venues

Publications

Giorgio Franceschelli, Mirco Musolesi
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges. J. Artif. Intell. Res. 79 (2024)
Charles Westphal, Stephen Hailes, Mirco Musolesi
Partial Information Decomposition for Data Interpretability and Feature Selection. CoRR (2024)
Timothy Douglas, Licia Capra, Mirco Musolesi
A Computational Linguistic Approach to Study Border Theory at Scale. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Graph Reinforcement Learning for Combinatorial Optimization: A Survey and Unifying Perspective. CoRR (2024)
Giorgio Franceschelli, Claudia Cevenini, Mirco Musolesi
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law. CoRR (2024)
Olivia Macmillan-Scott, Mirco Musolesi
(Ir)rationality and Cognitive Biases in Large Language Models. CoRR (2024)
Giorgio Franceschelli, Mirco Musolesi
Creative Beam Search: LLM-as-a-Judge For Improving Response Generation. CoRR (2024)
Giovanni Minelli, Mirco Musolesi
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision-Making. Trans. Mach. Learn. Res. 2024 (2024)
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
Dynamics of Moral Behavior in Heterogeneous Populations of Learning Agents. CoRR (2024)
Giorgio Franceschelli, Mirco Musolesi
Do Agents Dream of Electric Sheep?: Improving Generalization in Reinforcement Learning through Generative Learning. CoRR (2024)
Giorgio Franceschelli, Mirco Musolesi
Creativity and Machine Learning: A Survey. ACM Comput. Surv. 56 (11) (2024)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Large Language Models are Effective Priors for Causal Graph Discovery. CoRR (2024)
Charles Westphal, Stephen Hailes, Mirco Musolesi
Information-Theoretic State Variable Selection for Reinforcement Learning. CoRR (2024)
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo
Guaranteeing Control Requirements via Reward Shaping in Reinforcement Learning. CoRR (2023)
Edmund R. Hunt, Chris Baber, Mehdi Sobhani, Sanja Milivojevic, Sagir Muhammad Yusuf, Mirco Musolesi, Patrick Waterson, Sally Maynard
Steps Towards Satisficing Distributed Dynamic Team Trust. CoRR (2023)
Olivia Macmillan-Scott, Mirco Musolesi
(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions. CoRR (2023)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Tree Search in DAG Space with Model-based Reinforcement Learning for Causal Discovery. CoRR (2023)
Giorgio Franceschelli, Mirco Musolesi
On the Creativity of Large Language Models. CoRR (2023)
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
Learning Machine Morality through Experience and Interaction. CoRR (2023)
Lorenz Wolf, Mirco Musolesi
Augmented Modular Reinforcement Learning based on Heterogeneous Knowledge. CoRR (2023)
Ayman Bin Kamruddin, Gaurav Patil, Mirco Musolesi, Mario di Bernardo, Michael J. Richardson
Modeling Human Navigation in First-Person Herding Tasks. CogSci (2023)
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning. IJCAI (2023)
Alessandro Staffolani, Victor-Alexandru Darvariu, Paolo Bellavista, Mirco Musolesi
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Nayana Dasgupta, Mirco Musolesi
Investigating the Impact of Direct Punishment on the Emergence of Cooperation in Multi-Agent Reinforcement Learning Systems. CoRR (2023)
Giorgio Franceschelli, Mirco Musolesi
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges. CoRR (2023)
Elizaveta Tennant, Stephen Hailes, Mirco Musolesi
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning. CoRR (2023)
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo
CT-DQN: Control-Tutored Deep Reinforcement Learning. L4DC (2023)
Giovanni Minelli, Mirco Musolesi
CoMIX: A Multi-agent Reinforcement Learning Training Architecture for Efficient Decentralized Coordination and Independent Decision Making. CoRR (2023)
Daniel A. Adler, Xuhai Xu, Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Yiran Zhao, Rajalakshmi Nandakumar, Tauhidur Rahman, Zachary D. King, Manasa Kalanadhabhatta, Asif Salekin, Rony Krell, Han Zhang
8th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2023)
Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
Handling Missing Data For Sleep Monitoring Systems. ACII (2022)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Graph Neural Modeling of Network Flows. CoRR (2022)
Gavin Doherty, Mirco Musolesi, Akane Sano, Thomas Vaessen
Mental State, Mood, and Emotion. IEEE Pervasive Comput. 21 (2) (2022)
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo
CT-DQN: Control-Tutored Deep Reinforcement Learning. CoRR (2022)
Ho Long Fung, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Trust-based Consensus in Multi-Agent Reinforcement Learning Systems. CoRR (2022)
Giorgio Franceschelli, Mirco Musolesi
DeepCreativity: measuring creativity with deep learning techniques. Intelligenza Artificiale 16 (2) (2022)
Gavin Doherty, Mirco Musolesi, Akane Sano, Thomas Vaessen
Mental State, Mood, and Emotion (Part 2). IEEE Pervasive Comput. 21 (4) (2022)
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning. CoRR (2022)
Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo
Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control. L4DC (2022)
Giorgio Franceschelli, Mirco Musolesi
DeepCreativity: Measuring Creativity with Deep Learning Techniques. CoRR (2022)
Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning. LoG (2022)
Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman, Xuhai Xu, King Zach, Manasa Kalanadhabhatta, Daniel A. Adler, Rony Krell
7th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2022)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Solving Graph-based Public Goods Games with Tree Search and Imitation Learning. NeurIPS (2021)
Abhinav Mehrotra, Veljko Pejovic, Mirco Musolesi
FutureWare: Designing a Middleware for Anticipatory Mobile Computing. IEEE Trans. Software Eng. 47 (10) (2021)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Planning Spatial Networks. CoRR (2021)
Varun Mishra, Akane Sano, Sahiti Kunchay, Saeed Abdullah, Jakob E. Bardram, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman
6th International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2021)
Alberto Jesu, Victor-Alexandru Darvariu, Alessandro Staffolani, Rebecca Montanari, Mirco Musolesi
Reinforcement Learning on Encrypted Data. CoRR (2021)
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Abhinav Mehrotra, Mirco Musolesi, Peter Tino
Designing Robust Models for Behaviour Prediction Using Sparse Data from Mobile Sensing: A Case Study of Office Workers' Availability for Well-being Interventions. ACM Trans. Comput. Heal. 2 (4) (2021)
Paolo Bellavista, Carlo Giannelli, Mirco Musolesi, Marco Picone
Editorial for this SI on "Location Based Services and Applications in the era of Internet of Things". Pervasive Mob. Comput. 71 (2021)
Giorgio Franceschelli, Mirco Musolesi
Copyright in Generative Deep Learning. CoRR (2021)
Nicolas Anastassacos, Julian García, Stephen Hailes, Mirco Musolesi
Cooperation and Reputation Dynamics with Reinforcement Learning. AAMAS (2021)
Giorgio Franceschelli, Mirco Musolesi
Creativity and Machine Learning: A Survey. CoRR (2021)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Solving Graph-based Public Good Games with Tree Search and Imitation Learning. CoRR (2021)
Nicolas Anastassacos, Julian García, Stephen Hailes, Mirco Musolesi
Cooperation and Reputation Dynamics with Reinforcement Learning. CoRR (2021)
Seyma Kucukozer Cavdar, Tugba Taskaya-Temizel, Mirco Musolesi, Peter Tiño
A Multi-perspective Analysis of Social Context and Personal Factors in Office Settings for the Design of an Effective Mobile Notification System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Oliver Amft, Jesús Favela, Stephen S. Intille, Mirco Musolesi, Vassilis Kostakos
Personalized Pervasive Health. IEEE Pervasive Comput. 19 (3) (2020)
Mariflor Vega-Carrasco, Jason O'sullivan, Rosie Prior, Ioanna Manolopoulou, Mirco Musolesi
Modelling Grocery Retail Topic Distributions: Evaluation, Interpretability and Stability. CoRR (2020)
Benjamin Baron, Mirco Musolesi
Where You Go Matters: A Study on the Privacy Implications of Continuous Location Tracking. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (4) (2020)
Francesca Naretto, Roberto Pellungrini, Anna Monreale, Franco Maria Nardini, Mirco Musolesi
Predicting and Explaining Privacy Risk Exposure in Mobility Data. DS (2020)
Nicolas Anastassacos, Stephen Hailes, Mirco Musolesi
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning. AAAI (2020)
Varun Mishra, Akane Sano, Saeed Abdullah, Jakob E. Bardram, Sandra Servia, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Rajalakshmi Nandakumar, Tauhidur Rahman
international workshop on mental health and well-being: sensing and intervention. UbiComp/ISWC Adjunct (2020)
Benjamin Baron, Mirco Musolesi
Interpretable Machine Learning for Privacy-Preserving Pervasive Systems. IEEE Pervasive Comput. 19 (1) (2020)
Victor-Alexandru Darvariu, Laura Convertino, Abhinav Mehrotra, Mirco Musolesi
Quantifying the Relationships between Everyday Objects and Emotional States through Deep Learning Based Image Analysis Using Smartphones. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (1) (2020)
Thivya Kandappu, Abhinav Mehrotra, Archan Misra, Mirco Musolesi, Shih-Fen Cheng, Lakmal Meegahapola
PokeME: Applying Context-Driven Notifications to Increase Worker Engagement in Mobile Crowd-sourcing. CHIIR (2020)
Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Improving the Robustness of Graphs through Reinforcement Learning and Graph Neural Networks. CoRR (2020)
Adrian Bermudez-Villalva, Mirco Musolesi, Gianluca Stringhini
A Measurement Study on the Advertisements Displayed to Web Users Coming from the Regular Web and from Tor. EuroS&P Workshops (2020)
Nigel Davies, Nicholas D. Lane, Mirco Musolesi
Pervasive Data Science and AI. IEEE Pervasive Comput. 18 (3) (2019)
Nicolas Anastassacos, Mirco Musolesi
Towards Decentralized Reinforcement Learning Architectures for Social Dilemmas. AAMAS (2019)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
NotifyMeHere: Intelligent Notification Delivery in Multi-Device Environments. CHIIR (2019)
Nicolas Anastassacos, Steve Hailes, Mirco Musolesi
Understanding The Impact of Partner Choice on Cooperation and Social Norms by means of Multi-agent Reinforcement Learning. CoRR (2019)
Alessio Pagani, Abhinav Mehrotra, Mirco Musolesi
Graph Input Representations for Machine Learning Applications in Urban Network Analysis. CoRR (2019)
Gatis Mikelsons, Abhinav Mehrotra, Mirco Musolesi, Nigel Shadbolt
Evaluating Machine Learning Algorithms for Prediction of the Adverse Valence Index Based on the Photographic Affect Meter. MCSS@MobiSys (2019)
Beatrice Perez, Mirco Musolesi, Gianluca Stringhini
Fatal attraction: identifying mobile devices through electromagnetic emissions. WiSec (2019)
Akane Sano, Saeed Abdullah, Jakob E. Bardram, Sandra Servia, Elizabeth L. Murnane, Tanzeem Choudhury, Mirco Musolesi, Giovanna Nunes Vilaza, Varun Mishra
international workshop on mental health and well-being: sensing and intervention. UbiComp/ISWC Adjunct (2019)
Nicolas Anastassacos, Mirco Musolesi
Learning through Probing: a decentralized reinforcement learning architecture for social dilemmas. CoRR (2018)
Beatrice Perez, Mirco Musolesi, Gianluca Stringhini
You are your Metadata: Identification and Obfuscation of Social Media Users using Metadata Information. CoRR (2018)
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo, Max Sklar
Predicting the temporal activity patterns of new venues. CoRR (2018)
Saeed Abdullah, Akane Sano, Elizabeth L. Murnane, Mirco Musolesi, Jakob E. Bardram, Sandra Servia, Tanzeem Choudhury
3rd International Workshop on Mental Health and Well-being: Sensing and Intervention. UbiComp/ISWC Adjunct (2018)
Ella Peltonen, Eemil Lagerspetz, Jonatan Hamberg, Abhinav Mehrotra, Mirco Musolesi, Petteri Nurmi, Sasu Tarkoma
The hidden image of mobile apps: geographic, demographic, and cultural factors in mobile usage. MobileHCI (2018)
Giovanni Quattrone, Andrew Greatorex, Daniele Quercia, Licia Capra, Mirco Musolesi
Analyzing and predicting the spatial penetration of Airbnb in U.S. cities. EPJ Data Sci. 7 (1) (2018)
Stefania Rubrichi, Zbigniew Smoreda, Mirco Musolesi
A comparison of spatial-based targeted disease mitigation strategies using mobile phone data. EPJ Data Sci. 7 (1) (2018)
Beatrice Perez, Mirco Musolesi, Gianluca Stringhini
You Are Your Metadata: Identification and Obfuscation of Social Media Users Using Metadata Information. ICWSM (2018)
Abhinav Mehrotra, Mirco Musolesi
Using Autoencoders to Automatically Extract Mobility Features for Predicting Depressive States. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo, Max Sklar
Predicting the temporal activity patterns of new venues. EPJ Data Sci. 7 (1) (2018)
Christos Perentis, Michele Vescovi, Chiara Leonardi, Corrado Moiso, Mirco Musolesi, Fabio Pianesi, Bruno Lepri
Anonymous or Not? Understanding the Factors Affecting Personal Mobile Data Disclosure. ACM Trans. Internet Techn. 17 (2) (2017)
Abhinav Mehrotra, Mirco Musolesi
Designing Effective Movement Digital Biomarkers for Unobtrusive Emotional State Mobile Monitoring. DigitalBioMarker@MobiSys (2017)
Thiago Henrique Silva, Pedro O. S. Vaz de Melo, Jussara M. Almeida, Mirco Musolesi, Antonio A. F. Loureiro
A large-scale study of cultural differences using urban data about eating and drinking preferences. Inf. Syst. 72 (2017)
Abhinav Mehrotra, Sandrine R. Müller, Gabriella M. Harari, Samuel D. Gosling, Cecilia Mascolo, Mirco Musolesi, Peter J. Rentfrow
Understanding the Role of Places and Activities on Mobile Phone Interaction and Usage Patterns. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Stefania Rubrichi, Zbigniew Smoreda, Mirco Musolesi
A Comparison of Spatial-based Targeted Disease Containment Strategies using Mobile Phone Data. CoRR (2017)
Abhinav Mehrotra, Fani Tsapeli, Robert J. Hendley, Mirco Musolesi
MyTraces: Investigating Correlation and Causation between Users' Emotional States and Mobile Phone Interaction. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Saeed Abdullah, Mirco Musolesi, Tanzeem Choudhury, Elizabeth L. Murnane, Jakob E. Bardram
international workshop on mental health and well-being: sensing and intervention. UbiComp/ISWC Adjunct (2017)
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi, Cecilia Mascolo, Max Sklar
If I build it, will they come?: Predicting new venue visitation patterns through mobility data. SIGSPATIAL/GIS (2017)
Abhinav Mehrotra, Mirco Musolesi
Sensing and Modeling Human Behavior Using Social Media and Mobile Data. CoRR (2017)
Gianni Barlacchi, Christos Perentis, Abhinav Mehrotra, Mirco Musolesi, Bruno Lepri
Are you getting sick? Predicting influenza-like symptoms using human mobility behaviors. EPJ Data Sci. 6 (1) (2017)
Fani Tsapeli, Peter Tiño, Mirco Musolesi
Probabilistic matching: Causal inference under measurement errors. IJCNN (2017)
Benjamin Baron, Mirco Musolesi
Interpretable Machine Learning for Privacy-Preserving IoT and Pervasive Systems. CoRR (2017)
Sina Sajadmanesh, Sina Jafarzadeh, Seyed Ali Ossia, Hamid R. Rabiee, Hamed Haddadi, Yelena Mejova, Mirco Musolesi, Emiliano De Cristofaro, Gianluca Stringhini
Kissing Cuisines: Exploring Worldwide Culinary Habits on the Web. WWW (Companion Volume) (2017)
Abhinav Mehrotra, Robert J. Hendley, Mirco Musolesi
Interpretable Machine Learning for Mobile Notification Management: An Overview of PrefMiner. GetMobile Mob. Comput. Commun. 21 (2) (2017)
Mirco Musolesi
Tracing Networks of Knowledge in the Digital Age. CoRR (2017)
Gatis Mikelsons, Matthew Smith, Abhinav Mehrotra, Mirco Musolesi
Towards Deep Learning Models for Psychological State Prediction using Smartphone Data: Challenges and Opportunities. CoRR (2017)
Fani Tsapeli, Nikolaos Bezirgiannidis, Peter Tiño, Mirco Musolesi
Linking Twitter Events With Stock Market Jitters. CoRR (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mirco Musolesi