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Krysia Broda

6 papers · 2019–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (20) πŸ”₯ Unstoppable Β· Bronze πŸš€ Conference Pioneer

Venues

AAAI (3) IJCAI (2) ICML (1)

Top co-authors

Mark Law (6) Alessandra Russo (6) Elisa Bertino (3) Anders Jonsson (2) Jorge Lobo (2) Daniel Furelos-Blanco (2)

Research topics

Machine Learning (5) Artificial Intelligence (4) Core AI (4) Learning Types (3) Reinforcement Learning (2) Core Methods (2) Methods (2) Applications (1) Learning Paradigms (1) Optimization & Theory (1)

Keywords

inductive logic programming (4) answer set programming (3) hypothesis learning (2) curriculum learning (1) knowledge representation (1) incremental learning (1) hierarchical reinforcement learning (1) constraint satisfaction (1) rule learning (1) streaming data (1) reward shaping (1) semantic annotation (1) abductive reasoning (1) scoring function (1) scalable algorithm (1) reward machine (1) local search (1) optimal solution (1) propositional formula (1) logic rule (1)

Papers

Hierarchies of Reward Machines ICML 2023 Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022 Scalable Non-observational Predicate Learning in ASP IJCAI 2021 FastLAS: Scalable Inductive Logic Programming Incorporating Domain-Specific Optimisation Criteria AAAI 2020 Induction of Subgoal Automata for Reinforcement Learning AAAI 2020 Representing and Learning Grammars in Answer Set Programming AAAI 2019