Neurosymbolic Programming

Neurosymbolic Programming

Versandkostenfrei!
Versandfertig in 1-2 Wochen
72,99 €
inkl. MwSt.
PAYBACK Punkte
36 °P sammeln!
Neurosymbolic programming is an emerging area that bridges the areas of deep learning and program synthesis. As in classical machine learning, the goal is to learn functions from data. However, these functions are represented as programs that can use neural modules in addition to symbolic primitives and are induced using a combination of symbolic search and gradient-based optimization. Neurosymbolic programming can offer multiple advantages over end-to-end deep learning. Programs can sometimes naturally represent long-horizon, procedural tasks that are difficult to perform using deep networks....