<?xml version="1.0" encoding="UTF-8"?><urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/sufficient-state-and-state-abstraction</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/two-kinds-of-sufficiency</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/bisimulation-and-behavioral-equivalence</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/minimal-state-and-nuisance-invariance</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/task-aware-representation-learning</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/worked-example-the-lamp-gridworld</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/code-implementation</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/limitations-and-impact</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/summary</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url><url><loc>https://mbrenndoerfer.com/writing/sufficient-state-and-state-abstraction/quiz</loc><lastmod>2026-06-14T15:00:00.000Z</lastmod></url></urlset>