2 papers
cs.LG2026
Active perception and disentangled representations allow continual, episodic zero and few-shot learning
David Rawlinson, Gideon Kowadlo
Generalization is often regarded as an essential property of machine learning systems. However, perhaps not every component of a system needs to generalize. Training models for gen…
cs.AI2025
HRM-Agent: Training a recurrent reasoning model in dynamic environments using reinforcement learning
Long H Dang, David Rawlinson
The Hierarchical Reasoning Model (HRM) has impressive reasoning abilities given its small size, but has only been applied to supervised, static, fully-observable problems. One of H…