Josiah Hanna
University of Wisconsin–Madison — Computer Sciences · Assistant Professor
Research focus: reinforcement learning · robotics · ML · sim-to-real / data-efficient RL
针对 Josiah Hanna 的预审审核：构建以 reinforcement learning、robotics、数据高效 RL、模拟 - 真实学习、无策略评估和交互式/具身 ML 为核心的适配框架；请提及一个近期论文或项目，并说明您计划在第一个学期启动的一个具体扩展。
Who this advisor fits / 什么情况下适合你
- Good RL/robotics fit; ask directly about current group, advising cadence, and recent placements.
- 良好的 RL/robotics 匹配度；请直接询问当前课题组，并建议其节奏与近期项目经历。
What to watch for / 什么情况下要慎重
- You need strong placement evidence, but public signals for this PI are still thin.
- 你需要强证据的毕业去向分布，而这位 PI 目前公开信号仍较薄。
Public evidence as of 2026-06-10
These are decision-support signals compiled from public evidence (faculty pages, publications, lab sites) to help you ask better questions — not a ranking, rating, or allegation about this advisor. / 以上为基于公开信息整理的择校参考，帮助你提出更好的问题，并非排名、评分或对该导师的指控。
Ask a verified 学长学姐 / 同校 .edu 认证点评
The thing applicants say only 师兄师姐 can tell you — current & former students of this lab, verified by their school .edu. Open the full dossier to read or add a verified note.