2 papers
cs.AI2026
Knowledge-Centric Metacognitive Learning
Arun Kumar, Paul Schrater
Interactions are central to intelligent reasoning and learning abilities, with the interpretation of abstract knowledge guiding meaningful interaction with objects in the environme…
cs.LG2025
Structured Relational Representations
Arun Kumar, Paul Schrater
Invariant representations are core to representation learning, yet a central challenge remains: uncovering invariants that are stable and transferable without suppressing task-rele…