<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:content="http://purl.org/rss/1.0/modules/content/"><channel><title>Clustering on Xu'Blog</title><link>https://xuquant.com/tags/clustering/</link><description>Recent content in Clustering on Xu'Blog</description><image><title>Xu'Blog</title><url>https://xuquant.com/images/profile.jpg</url><link>https://xuquant.com/images/profile.jpg</link></image><generator>Hugo -- 0.152.2</generator><language>en</language><lastBuildDate>Tue, 01 Apr 2025 10:00:00 +0800</lastBuildDate><atom:link href="https://xuquant.com/tags/clustering/index.xml" rel="self" type="application/rss+xml"/><item><title>Trajectory Tokenization for Autoregressive Planning: Clustering, Matching, and the AR+Diffusion Paradigm</title><link>https://xuquant.com/posts/autodrive/ar-trajectory-tokenization/</link><pubDate>Tue, 01 Apr 2025 10:00:00 +0800</pubDate><guid>https://xuquant.com/posts/autodrive/ar-trajectory-tokenization/</guid><description>A deep dive into trajectory tokenization for autoregressive driving planners: from state-based discretization via k-means clustering, through token matching and reconstruction, to the AR+Diffusion paradigm and GRPO-based reinforcement learning post-training.</description></item></channel></rss>