7406f6f11e
- Maximum Entropy 모델 - Bayesian Brain 이론 - Predictive Coding - Free Energy Principle - MemGPT 구현 - ANN Search 알고리즘 - Information Theory와 메모리 - Trust & Reputation 시스템 - Actor-Critic 강화학습 - 최신 메모리 시스템 서베이
578 B
578 B
The free-energy principle: a unified brain theory?
- Author: Karl Friston
- Year: 2010
- Summary: This highly influential paper outlines the Free Energy Principle, a comprehensive theory suggesting that the brain's primary function is to minimize prediction error, or 'surprise'. It posits that by minimizing free energy, the brain implicitly performs Bayesian inference to model the world. This provides a fundamental motivation for learning and memory: to create a better predictive model of the environment.
- Link: https://www.nature.com/articles/nrn2787