---
# edu-7lu6
title: 'Write §12: Exercise 4 — replace rollout with the value network'
status: todo
type: task
created_at: 2026-03-13T20:03:17Z
updated_at: 2026-03-13T20:03:17Z
parent: edu-coqp
---

Exercise: substitute random rollout in MCTS with a neural-network value estimate; compare strength before and after.