Representation AI

Introduction Representation AI learning is a critical area of artificial intelligence (AI) that focuses on how to automatically discover useful representations from raw data. These representations – commonly referred to as features – are crucial for building effective AI systems. In representation learning, the goal is to learn representations that are tailored to the task … Read more

Introduction Artificial intelligence (AI) aims to develop systems that can emulate human intelligence and behavior. A key challenge in building human-like AI is knowledge representation – how to represent information in a way that AI systems can understand, learn from, and reason with. Knowledge representation enables AI systems to acquire, store, and utilize knowledge just … Read more