Posts by Ju Huang
Out-of-the-Box ROLL Support on AMD GPUs: Accelerating Reinforcement Learning at Scale
- 01 June 2026
Reinforcement learning (RL) is rapidly becoming a foundational technology for Large Language Models (LLMs)—powering key abilities such as reasoning and agentic behaviors. As RL workloads grow more complex and computationally intensive, the ecosystem increasingly depends on scalable, high-performance frameworks that can fully utilize modern GPU clusters.