Darius Puzinas

Homeostatic Event-Driven Control Architecture: Autonomous Central-Place Foraging, Binary Memory Indexing, and Swarm Federation

Autonomous robotic exploration in resource-constrained, unstructured environments is often bottlenecked by the high computational overhead, sample inefficiency, and opacity of deep reinforcement learning (RL). This paper presents the Homeostatic Event-Driven Control Architecture...