Cognitive Psychology (Psychology & Cognitive Science)
- Beyond Reward Maximization: A Pressure-Driven Cognitive Architecture for Continual Cross-Domain Generalization and Stability
Continual learning systems must acquire new structure without erasing prior knowledge, transfer relational schemas across domains, and regulate behavior under uncertainty. This paper presents RAVANA (Recursive Adaptive Variable Architecture…