MUSOLESI, MIRCO
MUSOLESI, MIRCO
DISI - DIPARTIMENTO DI INFORMATICA - SCIENZA E INGEGNERIA
Docenti di ruolo di Ia fascia
A Cost-Aware Adaptive Bike Repositioning Agent Using Deep Reinforcement Learning
2025 Staffolani, Alessandro; Darvariu, Victor-Alexandru; Bellavista, Paolo; Musolesi, Mirco
On the creativity of large language models
2025 Franceschelli, Giorgio; Musolesi, Mirco
A Computational Linguistic Approach to Study Border Theory at Scale
2024 Douglas, Timothy; Capra, Licia; Musolesi, Mirco
Creative Beam Search: LLM-as-a-Judge for Improving Response Generation
2024 Franceschelli, Giorgio; Musolesi, Mirco
Creativity and Machine Learning: A Survey
2024 Franceschelli, Giorgio; Musolesi, Mirco
PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning
2024 Staffolani, Alessandro; Darvariu, Victor-Alexandru; Foschini, Luca; Girolami, Michele; Bellavista, Paolo; Musolesi, Mirco
Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges
2024 Franceschelli, Giorgio; Musolesi, Mirco
CT-DQN: Control-Tutored Deep Reinforcement Learning
2023 Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo
Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning
2023 Tennant, Elizaveta; Hailes, Stephen; Musolesi, Mirco
Planning spatial networks with Monte Carlo tree search
2023 Darvariu, Victor-Alexandru; Hailes, Stephen; Musolesi, Mirco
RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues
2023 Staffolani, Alessandro; Darvariu, Victor-Alexandru; Bellavista, Paolo; Musolesi, Mirco
Steps Towards Satisficing Distributed Dynamic Team Trust
2023 Hunt, Edmund R.; Baber, Christopher; Sobhani, Mehdi; Milivojevic, Sanja; Yusuf, Sagir; Musolesi, Mirco; Waterson, Patrick; Maynard, Sally
Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control
2022 Francesco De Lellis; Marco Coraggio; Giovanni Russo; Mirco Musolesi; Mario di Bernardo
Copyright in generative deep learning
2022 Franceschelli, Giorgio; Musolesi, Mirco
DeepCreativity: measuring creativity with deep learning techniques
2022 Franceschelli, Giorgio; Musolesi, Mirco
Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning
2022 Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi
Handling Missing Data For Sleep Monitoring Systems
2022 Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, Maike E. Debus, Francesca Gasparini, Silvia Santini
Posterior summaries of grocery retail topic models: Evaluation, interpretability and credibility
2022 Mariflor Vega Carrasco; Ioanna Manolopoulou; Jason O'Sullivan; Rosie Prior; Mirco Musolesi
The role of space, time and sociability in predicting social encounters
2022 Stich C.; Tranos E.; Musolesi M.; Lehmann S.
Cooperation and Reputation Dynamics with Reinforcement Learning
2021 Anastassacos, Nicolas; Garcia, Julian; Hailes, Stephen; Musolesi, Mirco
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Cost-Aware Adaptive Bike Repositioning Agent Using Deep Reinforcement Learning | Staffolani, Alessandro; Darvariu, Victor-Alexandru; Bellavista, Paolo; Musolesi, Mirco | 2025-01-01 | IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS | - | 1.01 Articolo in rivista | - |
| On the creativity of large language models | Franceschelli, Giorgio; Musolesi, Mirco | 2025-01-01 | AI & SOCIETY | - | 1.01 Articolo in rivista | s00146-024-02127-3-1.pdf |
| A Computational Linguistic Approach to Study Border Theory at Scale | Douglas, Timothy; Capra, Licia; Musolesi, Mirco | 2024-01-01 | PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION | - | 1.01 Articolo in rivista | - |
| Creative Beam Search: LLM-as-a-Judge for Improving Response Generation | Franceschelli, Giorgio; Musolesi, Mirco | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Creativity and Machine Learning: A Survey | Franceschelli, Giorgio; Musolesi, Mirco | 2024-01-01 | ACM COMPUTING SURVEYS | - | 1.01 Articolo in rivista | 3664595.pdf |
| PRORL: Proactive Resource Orchestrator for Open RANs Using Deep Reinforcement Learning | Staffolani, Alessandro; Darvariu, Victor-Alexandru; Foschini, Luca; Girolami, Michele; Bellavista..., Paolo; Musolesi, Mirco | 2024-01-01 | IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT | - | 1.01 Articolo in rivista | PRORL_Proactive_Resource_Orchestrator_for_Open_RANs_Using_Deep_Reinforcement_Learning.pdf |
| Reinforcement Learning for Generative AI: State of the Art, Opportunities and Open Research Challenges | Franceschelli, Giorgio; Musolesi, Mirco | 2024-01-01 | THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH | - | 1.01 Articolo in rivista | FranceschelliMusolesiJAIR.pdf |
| CT-DQN: Control-Tutored Deep Reinforcement Learning | Francesco De Lellis, Marco Coraggio, Giovanni Russo, Mirco Musolesi, Mario di Bernardo | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | l4dc23 (1).pdf |
| Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning | Tennant, Elizaveta; Hailes, Stephen; Musolesi, Mirco | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | 0036.pdf |
| Planning spatial networks with Monte Carlo tree search | Darvariu, Victor-Alexandru; Hailes, Stephen; Musolesi, Mirco | 2023-01-01 | PROCEEDINGS - ROYAL SOCIETY. MATHEMATICAL, PHYSICAL AND ENGINEERING SCIENCES | - | 1.01 Articolo in rivista | darvariu-et-al-2023-planning-spatial-networks-with-monte-carlo-tree-search.pdf |
| RLQ: Workload Allocation With Reinforcement Learning in Distributed Queues | Staffolani, Alessandro; Darvariu, Victor-Alexandru; Bellavista, Paolo; Musolesi, Mirco | 2023-01-01 | IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS | - | 1.01 Articolo in rivista | RLQ-Staffolani_et_al_2023-accepted.pdf |
| Steps Towards Satisficing Distributed Dynamic Team Trust | Hunt, Edmund R.; Baber, Christopher; Sobhani, Mehdi; Milivojevic, Sanja; Yusuf, Sagir; Musolesi, ...Mirco; Waterson, Patrick; Maynard, Sally | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | 27644-Article Text-31695-1-2-20240122.pdf |
| Control-Tutored Reinforcement Learning: Towards the Integration of Data-Driven and Model-Based Control | Francesco De Lellis; Marco Coraggio; Giovanni Russo; Mirco Musolesi; Mario di Bernardo | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Copyright in generative deep learning | Franceschelli, Giorgio; Musolesi, Mirco | 2022-01-01 | DATA & POLICY | - | 1.01 Articolo in rivista | copyright-in-generative-deep-learning.pdf |
| DeepCreativity: measuring creativity with deep learning techniques | Franceschelli, Giorgio; Musolesi, Mirco | 2022-01-01 | INTELLIGENZA ARTIFICIALE | - | 1.01 Articolo in rivista | Measuring_Creativity_with_Deep_Learning_Techniques.pdf |
| Dynamic Network Reconfiguration for Entropy Maximization Using Deep Reinforcement Learning | Christoffel Doorman, Victor-Alexandru Darvariu, Stephen Hailes, Mirco Musolesi | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Handling Missing Data For Sleep Monitoring Systems | Shkurta Gashi, Lidia Alecci, Martin Gjoreski, Elena Di Lascio, Abhinav Mehrotra, Mirco Musolesi, ...Maike E. Debus, Francesca Gasparini, Silvia Santini | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| Posterior summaries of grocery retail topic models: Evaluation, interpretability and credibility | Mariflor Vega Carrasco; Ioanna Manolopoulou; Jason O'Sullivan; Rosie Prior; Mirco Musolesi | 2022-01-01 | JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS | - | 1.01 Articolo in rivista | jrsssc_71_3_562.pdf |
| The role of space, time and sociability in predicting social encounters | Stich C.; Tranos E.; Musolesi M.; Lehmann S. | 2022-01-01 | ENVIRONMENT AND PLANNING. B, URBAN ANALYTICS AND CITY SCIENCE | - | 1.01 Articolo in rivista | EPB_Role_2021.pdf |
| Cooperation and Reputation Dynamics with Reinforcement Learning | Anastassacos, Nicolas; Garcia, Julian; Hailes, Stephen; Musolesi, Mirco | 2021-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |