Pith Number

pith:2O6A2VSP

pith:2018:2O6A2VSPL7C4HYBEG42FGZU5A5

not attested not anchored not stored refs pending

Surprising Negative Results for Generative Adversarial Tree Search

Animashree Anandkumar, Brandon Yang, Kamyar Azizzadenesheli, Weitang Liu, Zachary C Lipton

arxiv:1806.05780 v4 · 2018-06-15 · cs.LG · cs.AI · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2O6A2VSPL7C4HYBEG42FGZU5A5}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model

Receipt and verification

First computed	2026-07-05T00:02:23.520573Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3bc0d564f5fc5c3e024373453669d077ab3b26cfbeb78c723cd67ff22e7bd02

Aliases

arxiv: 1806.05780 · arxiv_version: 1806.05780v4 · doi: 10.48550/arxiv.1806.05780 · pith_short_12: 2O6A2VSPL7C4 · pith_short_16: 2O6A2VSPL7C4HYBE · pith_short_8: 2O6A2VSP

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2O6A2VSPL7C4HYBEG42FGZU5A5 \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d3bc0d564f5fc5c3e024373453669d077ab3b26cfbeb78c723cd67ff22e7bd02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b970cdd0b9e4c500babdf63ac948afd16c79c213b7789b3987bcca71c1744415",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-15T01:35:03Z",
    "title_canon_sha256": "77f7c826bb202f6f261c8273f64710410585168cb2b1e87c352e16e77deb71d0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.05780",
    "kind": "arxiv",
    "version": 4
  }
}