Alessio Russo

According to our database, Alessio Russo authored at least 29 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Adaptive Exploration for Multi-Reward Multi-Policy Evaluation.

Alessio Russo, Aldo Pacchiano

CoRR, February, 2025

Achieving ~O(√T) Regret in Average-Reward POMDPs with Known Observation Models.

Alessio Russo, Alberto Maria Metelli, Marcello Restelli

CoRR, January, 2025

Explainable Reinforcement Learning via Temporal Policy Decomposition.

Franco Ruggeri, Alessio Russo, Rafia Inam, Karl Henrik Johansson

CoRR, January, 2025

2024

Offline Reinforcement Learning and Sequence Modeling for Downlink Link Adaptation.

Samuele Peri, Alessio Russo, Gábor Fodor, Pablo Soldati

CoRR, 2024

Efficient Learning of POMDPs with Known Observation Model in Average-Reward Setting.

Alessio Russo, Alberto Maria Metelli, Marcello Restelli

CoRR, 2024

Multi-Reward Best Policy Identification.

Alessio Russo, Filippo Vannella

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fair Best Arm Identification with Fixed Confidence.

Alessio Russo, Filippo Vannella

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

Morphological analysis of historical landscapes based on cultural DNA approach.

Parichehr Goodarzi, Mojtaba Ansari, Mohammadjavad Mahdavinejad, Alessio Russo, Mahdi Haghighatbin, Farzad Pour Rahimian

Digit. Appl. Archaeol. Cult. Heritage, 2023

Constrained Deep Reinforcement Learning for Fronthaul Compression Optimization.

Axel Grönland, Alessio Russo, Yassir Jedra, Bleron Klaiqi, Xavier Gelabert

CoRR, 2023

Model-Free Active Exploration in Reinforcement Learning.

Alessio Russo, Alexandre Proutière

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Analysis and Detectability of Offline Data Poisoning Attacks on Linear Dynamical Systems.

Alessio Russo

Proceedings of the Learning for Dynamics and Control Conference, 2023

Visual Design Checklist for Glucose Monitor App User Interface Usability Evaluation.

Chan Juan Tu, Alessio Russo

Proceedings of the Design, User Experience, and Usability, 2023

Conformal Off-Policy Evaluation in Markov Decision Processes.

Daniele Foffano, Alessio Russo, Alexandre Proutière

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

What influences occupants' behavior in residential buildings: An experimental study on window operation in the KTH Live-In Lab.

Mahsa Farjadnia, Angela Fontan, Alessio Russo, Karl Henrik Johansson, Marco Molinari

Proceedings of the IEEE Conference on Control Technology and Applications, 2023

Self-Tuning Tube-based Model Predictive Control.

Damianos Tranos, Alessio Russo, Alexandre Proutière

Proceedings of the American Control Conference, 2023

Tube-Based Zonotopic Data-Driven Predictive Control.

Alessio Russo, Alexandre Proutière

Proceedings of the American Control Conference, 2023

On the Sample Complexity of Representation Learning in Multi-Task Bandits with Global and Local Structure.

Alessio Russo, Alexandre Proutière

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Analysis and Detectability of Offline Data Poisoning Attacks on Linear Systems.

Alessio Russo, Alexandre Proutière

CoRR, 2022

Model Based Residual Policy Learning with Applications to Antenna Control.

Viktor Eriksson Möllerstedt, Alessio Russo, Maxime Bouton

CoRR, 2022

Balancing detectability and performance of attacks on the control channel of Markov Decision Processes.

Alessio Russo, Alexandre Proutière

Proceedings of the American Control Conference, 2022

2021

Some Ethical Issues in the Review Process of Machine Learning Conferences.

Alessio Russo

CoRR, 2021

Subgaussian and Differentiable Importance Sampling for Off-Policy Evaluation and Learning.

Alberto Maria Metelli, Alessio Russo, Marcello Restelli

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Data-Driven Control and Data-Poisoning attacks in Buildings: the KTH Live-In Lab case study.

Alessio Russo, Marco Molinari, Alexandre Proutière

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

Minimizing Information Leakage of Abrupt Changes in Stochastic Systems.

Alessio Russo, Alexandre Proutière

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Towards Optimal Attacks on Reinforcement Learning Policies.

Alessio Russo, Alexandre Proutière

Proceedings of the 2021 American Control Conference, 2021

Poisoning Attacks against Data-Driven Control Methods.

Alessio Russo, Alexandre Proutière

Proceedings of the 2021 American Control Conference, 2021

2020

Optimal Algorithms for Multiplayer Multi-Armed Bandits.

Po-An Wang, Alexandre Proutière, Kaito Ariu, Yassir Jedra, Alessio Russo

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Optimal Attacks on Reinforcement Learning Policies.

Alessio Russo, Alexandre Proutière

CoRR, 2019

2007

On Groups which contain no HNN-Extensions.

Derek J. S. Robinson, Alessio Russo, Giovanni Vincenzi

Int. J. Algebra Comput., 2007