59 citations · 154 across the 18 of their papers we have counts for
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cs.LG2025
Continual Learning Should Move Beyond Incremental Classification
Rupert Mitchell, Antonio Alliegro, Raffaello Camoriano +17
Continual learning (CL) is the sub-field of machine learning concerned with accumulating knowledge in dynamic environments. So far, CL research has mainly focused on incremental cl…
cs.LG2024★ 1 cited
Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments
Saksham Checker, Nikhil Churamani, Hatice Gunes
As social robots become increasingly integrated into daily life, ensuring their behaviours align with social norms is crucial. For their widespread open-world application, it is im…