Data Party THU

Oct 9, 2025 · Artificial Intelligence

How Reinforcement Learning Is Transforming the Full Lifecycle of Large Language Models

This survey systematically reviews recent advances in applying reinforcement learning across the entire lifecycle of large language models, detailing methods, datasets, benchmarks, open‑source tools, and future challenges such as scalability, reward design, and evaluation standards.