 Neural Reward MachinesEuropean Conference on Artificial Intelligence (ECAI), 2024 |
 Detecting Hidden Triggers: Mapping Non-Markov Reward Functions to MarkovEuropean Conference on Artificial Intelligence (ECAI), 2024 |
 Analyzing Robustness of Angluin's L* Algorithm in Presence of NoiseInternational Symposium on Games, Automata, Logics and Formal Verification (GANDALF), 2022 |
 Learning Automata-Based Complex Event Patterns in Answer Set ProgrammingInternational Conference on Inductive Logic Programming (ILP), 2022 |
 Learning Task Automata for Reinforcement Learning using Hidden Markov
ModelsEuropean Conference on Artificial Intelligence (ECAI), 2022 |
 Hierarchies of Reward MachinesInternational Conference on Machine Learning (ICML), 2022 |
 A Survey on Interpretable Reinforcement LearningMachine-mediated learning (ML), 2021 |
 Conflict-driven Inductive Logic ProgrammingTheory and Practice of Logic Programming (TPLP), 2020 |
 Reward Machines: Exploiting Reward Function Structure in Reinforcement
LearningJournal of Artificial Intelligence Research (JAIR), 2020 |
