Sohu Tech Products

Sep 5, 2018 · Artificial Intelligence

Reinforcement Learning Theory Overview and Its Application to News Recommendation

This article reviews reinforcement learning fundamentals, contrasts it with supervised learning, surveys major RL algorithms such as DDPG and DQN, and details how these methods can be modeled for sequential news recommendation, including system architecture, state‑action definitions, and practical challenges.