Pubblicazioni

User-centric radio access technology selection: A survey of game theory models and multi-agent learning algorithms

2021 - IEEE ACCESS

Caso, Giuseppe; Alay, Ozgu; Ferrante, Guido Carlo; Nardis, Luca De; Benedetto, Maria-Gabriella Di; Brunstrom, Anna

A reinforcement learning environment for multi-service UAV-enabled wireless systems

2021 - 2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, PerCom Workshops 2021

Brunori, D.; Colonnese, S.; Cuomo, F.; Iocchi, L.

Reinforcement learning for robust trajectory design of interplanetary missions

2021 - JOURNAL OF GUIDANCE CONTROL AND DYNAMICS

Zavoli, Alessandro; Federici, Lorenzo

Convergence results for an averaged LQR problem with applications to reinforcement learning

2021 - MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS

Pesare, A.; Palladino, M.; Falcone, M.

Leveraging Reinforcement Learning for online scheduling of real-time tasks in the Edge/Fog-to-Cloud computing continuum

2021 - 2021 IEEE 20th International Symposium on Network Computing and Applications (NCA)

Proietti Mattia, Gabriele; Beraldi, Roberto

On the Emergence of Whole-body Strategies from Humanoid Robot Push-recovery Learning

2021 - IEEE ROBOTICS AND AUTOMATION LETTERS

Ferigo, D.; Camoriano, R.; Viceconte, P. M.; Calandriello, D.; Traversaro, S.; Rosasco, L.; Pucci, D.

Agent-Based Markov Modeling for Improved COVID-19 Mitigation Policies

2021 - THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Capobianco, R.; Kompella, V.; Ault, J.; Sharon, G.; Jong, S.; Fox, S.; Meyers, L.; Wurman, P. R.; Stone, P.

Autonomous Planetary Landing via Deep Reinforcement Learning and Transfer Learning

2021 - IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Ciabatti, Giulia; Daftry, Shreyansh; Capobianco, Roberto

Improving Sample Efficiency in Behavior Learning by Using Sub-optimal Planners for Robots

2021 - RoboCup 2021: Robot World Cup XXIV

Antonioni, Emanuele; Nardi, Daniele; Riccio, Francesco

Hierarchical RL for load balancing and QoS management in multi-access networks

2021 - 2021 29th Mediterranean Conference on Control and Automation, MED 2021

Ornatelli, A.; Tortorelli, A.; Giuseppi, A.; Priscoli, F. D.

Autonomous Guidance for Cislunar Orbit Transfers via Reinforcement Learning

2021 - Advances in the Astronautical Sciences

Federici, Lorenzo; Scorsoglio, Andrea; Zavoli, Alessandro; Furfaro, Roberto

Deep Reinforcement Learning Control of White-Light Continuum Generation

2021 - 2021 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2021

Valensise, C. M.; Vernuccio, F.; Giuseppi, A.; Cerullo, G.; Polli, D.

Supporting impaired people with a following robotic assistant by means of end-to-end visual target navigation and reinforcement learning approaches

2021 - CEUR Workshop Proceedings

Ngoc Dat, Nguyen; Ponzi, Valerio; Russo, Samuele; Vincelli, Francesco

Computational Modeling of Catecholamines Dysfunction in Alzheimer's Disease at Pre-Plaque Stage

2020 - JOURNAL OF ALZHEIMER'S DISEASE

Caligiore, D.; Silvetti, M.; D'Amelio, M.; Puglisi-Allegra, S.; Baldassarre, G.; Anbarjafari, G.

Go with the Flow: Reinforcement Learning in Turn-based Battle Video Games

2020 - Proceedings of the 20th ACM International Conference on Intelligent Virtual Agents, IVA 2020

Pagalyte, E.; Mancini, M.; Climent, L.

Reinforcement learning for optimization of COVID-19 mitigation policies

2020 - CEUR Workshop Proceedings

Kompella, V.; Capobianco, R.; Jong, S.; Browne, J.; Fox, S.; Meyers, L.; Wurman, P.; Stone, P.

SmartIX: A database indexing agent based on reinforcement learning

2020 - APPLIED INTELLIGENCE

Paludo Licks, G.; Colleoni Couto, J.; de FÃ¡tima Miehe, P.; de Paris, R.; Dubugras Ruiz, D.; Meneguzzi, F.

Automated database indexing using model-free reinforcement learning

2020 - arXiv preprint

Paludo Licks, G.; Meneguzzi, F.

Dynamic distributed clustering in wireless sensor networks via Voronoi tessellation control

2019 - INTERNATIONAL JOURNAL OF CONTROL

Pietrabissa, Antonio; Liberati, Francesco

Adaptive communication for battery-free devices in smart homes

2019 - IEEE INTERNET OF THINGS JOURNAL

Maselli, Gaia; Piva, Mauro; Stankovic, John A.

CARMA: Channel-Aware Reinforcement Learning-Based Multi-Path Adaptive Routing for Underwater Wireless Sensor Networks

2019 - IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Di Valerio, Valerio; Lo Presti, F.; Petrioli, C.; Picari, L.; Spaccini, D.; Basagni, S.

An approximate dynamic programming approach to resource management in multi-cloud scenarios

2017 - INTERNATIONAL JOURNAL OF CONTROL

Pietrabissa, Antonio; Delli Priscoli, Francesco; Di Giorgio, Alessandro; Giuseppi, Alessandro; Panfili, Martina; Suraci, Vincenzo

A Lexicographic Approach to Constrained MDP Admission Control

2016 - INTERNATIONAL JOURNAL OF CONTROL

Panfili, Martina; Pietrabissa, Antonio; Oddi, G.; Suraci, V.

Approaches for Future Internet architecture design and Quality of Experience (QoE) Control

2015 - WSEAS TRANSACTIONS ON COMMUNICATIONS

Battilotti, Stefano; DELLI PRISCOLI, Francesco; GORI GIORGI, Claudio; Pietrabissa, Antonio; Monaco, Salvatore; Panfili, Martina; Canale, Silvia; Suraci, V.

QoS-aware bidding strategies for VM spot instances: A reinforcement learning approach applied to periodic long running jobs

2015 - Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015

Abundo, Marco; DI VALERIO, Valerio; Cardellini, Valeria; Presti, Francesco Lo