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Alessandra Russo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Alessandra Russo
12
papers ·
6
citations ·
47
h-index
Ospedale San Luigi Gonzaga · Fondazione IRCCS Istituto Nazionale dei Tumori · Imperial College London · University of Turin
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Most-cited papers
Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable Policies
2025 · 2 citations
Learning Robust Reward Machines from Noisy Labels
2024 · 1 citations
Aligning Flow Map Policies with Optimal Q-Guidance
2026
Predictive Representations for Skill Transfer in Reinforcement Learning
2026
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
2025
FORM: Learning Expressive and Transferable First-Order Logic Reward Machines
2025
Learning Reward Machines in Cooperative Multi-Agent Tasks
2023
Hierarchies of Reward Machines
2022
Top co-authors
Daniel Furelos-Blanco
· 5
Leo Ardon
· 3
Roko Parac
· 2
Alex F. Spies
· 1
and Avishek Joey Bose
· 1
Anders Jonsson
· 1
Charles Pert
· 1
Christos Ziakas
· 1
Federico Cerutti
· 1
Frederik Kelbel
· 1
Kexin Gu Baugh
· 1
Krysia Broda
· 1
Topics
Model-Based RL
Policy Gradient
Meta-RL
Value-Based
Offline RL
Multi-Agent
Exploration