Author

Michael Cochez

ELLIS institute Finland, Åbo akademi University, Vrije Universiteit Amsterdam

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A Roadmap Towards Practical Applications of Neurosymbolic Learning and Reasoning

ThiviyanThanapalasingam, AnnettetenTeije, Frank van Harmelen et al. · 0 citations

Jul 2026

InductWave: Inductive Multi-Hop Logical Query Answering on Knowledge Graphs

The proposed InductWave, a wavelet-based inductive embedding method for logical query answering on large KGs, performs on par with the baseline models while having half the number of message-passing layers, and outperforms all of them in most cases.

Mayank Kharbanda, Michael Cochez, R. Shah et al. · arXiv.org · 0 citations

Preprint Jul 2026

Neuro-Symbolic Meta-Policies for Temporal Knowledge-Graph Memory under Partial Observability

Partially observable reinforcement learning requires deciding what to retain, retrieve, and forget over time. We introduce a neuro-symbolic meta-policy that learns which symbolic memory heuristic to apply at each decision point while keeping execution symbolic. Our setting uses temporal knowledge-graph memory in RoomKG...

Taewoon Kim, Vincent François-Lavet, Michael Cochez · 0 citations