Russo, Alessandra

16 publications

ICLRW 2025 Transformers Use Causal World Models in Maze-Solving Tasks Alexander F Spies, William Edwards, Michael Ivanitskiy, Adrians Skapars, Tilman Räuker, Katsumi Inoue, Alessandra Russo, Murray Shanahan

NeurIPSW 2023 Augmenting Large Language Models with Symbolic Rule Learning for Robust Numerical Reasoning Hadeel Al-Negheimish, Pranava Madhyastha, Alessandra Russo

MLJ 2023 FFNSL: Feed-Forward Neural-Symbolic Learner Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo

ICML 2023 Hierarchies of Reward Machines Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

IJCAI 2023 Neuro-Symbolic Learning of Answer Set Programs from Raw Data Daniel Cunnington, Mark Law, Jorge Lobo, Alessandra Russo

MLJ 2022 Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework Ludovico Mitchener, David Tuckey, Matthew Crosby, Alessandra Russo

IJCAI 2022 Detect, Understand, Act: A Neuro-Symbolic Hierarchical Reinforcement Learning Framework (Extended Abstract) Ludovico Mitchener, David Tuckey, Matthew Crosby, Alessandra Russo

NeurIPS 2022 Formalizing Consistency and Coherence of Representation Learning Harald Strömfelt, Luke Dickens, Artur Garcez, Alessandra Russo

IJCAI 2022 Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data Mark Law, Krysia Broda, Alessandra Russo

JAIR 2021 Induction and Exploitation of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco, Mark Law, Anders Jonsson, Krysia Broda, Alessandra Russo

IJCAI 2021 Scalable Non-Observational Predicate Learning in ASP Mark Law, Alessandra Russo, Krysia Broda, Elisa Bertino

AAAI 2020 FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria Mark Law, Alessandra Russo, Elisa Bertino, Krysia Broda, Jorge Lobo

AAAI 2020 Induction of Subgoal Automata for Reinforcement Learning Daniel Furelos-Blanco, Mark Law, Alessandra Russo, Krysia Broda, Anders Jonsson

NeurIPS 2020 Learning Invariants Through Soft Unification Nuri Cingillioglu, Alessandra Russo

AAAI 2019 Representing and Learning Grammars in Answer Set Programming Mark Law, Alessandra Russo, Elisa Bertino, Krysia Broda, Jorge Lobo

MLJ 2018 Preface to the Special Issue on Inductive Logic Programming James Cussens, Alessandra Russo