{
  "id": "2609.05988",
  "title": "DART: Distributional Adversarial Recurrent Training for Algorithm Learning",
  "authors": "Hieu Tran Bao, Phung Thanh Dang, Pham Quang Nhat Minh, Hoang Thanh Tung",
  "first_public": "2026-09-05",
  "added_at": "2026-10-18",
  "venue": "arXiv",
  "arxiv": "2609.05988",
  "paper_url": "https://arxiv.org/abs/2609.05988",
  "summary": "Trains recurrent reasoners against a distribution of targets near each correct solution, using an adversarial objective instead of a single point target. Evaluates generalization and stability on maze, chess, and Sudoku tasks.",
  "lens": [
    "recurrent"
  ],
  "representation": [
    "hidden-state"
  ],
  "computation": [
    "recurrent"
  ],
  "training": [
    "supervised"
  ],
  "questions": [
    "capability",
    "generalization"
  ],
  "evidence": [
    "empirical"
  ],
  "modality": [
    "symbolic"
  ],
  "provenance": "Primary-source literature search, 2026-10-18",
  "author_names": [
    "Hieu Tran Bao",
    "Phung Thanh Dang",
    "Pham Quang Nhat Minh",
    "Hoang Thanh Tung"
  ],
  "record_url": "https://latent-implicit-thinking.github.io/papers/2609.05988/",
  "legacy_record_url": "https://latent-implicit-thinking.github.io/papers/#paper-2609-05988",
  "citation_date": "2026-09-05",
  "json_url": "https://latent-implicit-thinking.github.io/papers/2609.05988/record.json",
  "markdown_url": "https://latent-implicit-thinking.github.io/papers/2609.05988/index.md",
  "bibtex_url": "https://latent-implicit-thinking.github.io/papers/2609.05988/citation.bib",
  "csl_url": "https://latent-implicit-thinking.github.io/papers/2609.05988/citation.csl.json"
}