{
  "id": 3647631,
  "title": "Imitation Learning for Connection-Tableau Construction",
  "url": "https://urgent.news/2026/08/26/imitation-learning-for-connection-tableau-construction",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-26T16:53:25.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.26009v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "An automated theorem prover builds a proof step by step, choosing at each point what to add and what to remove. We cast this construction as a policy acting in a transition system induced by a formal calculus, which fixes which steps are sound: for clausal connection tableaux, leanCoP-style search and plCoP/rlCoP-style planning then become stateful policies over one interface, and policy-learning…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}