Chuhan Wang | Xunyi's Academic Websitehttps://jiangxunyi.github.io/authors/chuhan-wang/Chuhan WangHugo Blox Builder (https://hugoblox.com)en-usWed, 08 Apr 2026 00:00:00 +0000https://jiangxunyi.github.io/media/icon_hu12864870738162112581.pngChuhan Wanghttps://jiangxunyi.github.io/authors/chuhan-wang/Generate, Filter, Control, Replay: A Comprehensive Survey of Rollout Strategies for LLM Reinforcement Learninghttps://jiangxunyi.github.io/publication/rolloutsurvey/Wed, 08 Apr 2026 00:00:00 +0000https://jiangxunyi.github.io/publication/rolloutsurvey/<p>This survey organizes rollout design for language-model reinforcement learning into generation, filtering, control, and replay. It connects design choices to reliability, coverage, and computational cost, with examples across reasoning and agent tasks.</p>