Pith Number

pith:ICJ2MJKW

pith:2024:ICJ2MJKWYYTVA3RHGPISHW6N3C

not attested not anchored not stored refs pending

Planning in a recurrent neural network that plays Sokoban

Aaron David Tucker, Adam Gleave, Adri\`a Garriga-Alonso, Chris Cundy, Maximilian Li, Mohammad Taufeeque, Philip Quirke

arxiv:2407.15421 v3 · 2024-07-22 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ICJ2MJKWYYTVA3RHGPISHW6N3C}

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

3 papers in Pith

Latent Programming Horizons in Coding Agents

Structure and Scale in Simplicial Sequence Modelling

The Shape of Addition: Geometric Structures of Arithmetic in Large Language Models

Receipt and verification

First computed	2026-07-05T11:12:18.902759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4093a62556c627506e2733d123dbcdd8b20707c09d998386d6784288921174ab

Aliases

arxiv: 2407.15421 · arxiv_version: 2407.15421v3 · doi: 10.48550/arxiv.2407.15421 · pith_short_12: ICJ2MJKWYYTV · pith_short_16: ICJ2MJKWYYTVA3RH · pith_short_8: ICJ2MJKW

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/ICJ2MJKWYYTVA3RHGPISHW6N3C \
  | 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: 4093a62556c627506e2733d123dbcdd8b20707c09d998386d6784288921174ab

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9924dea8e6643ba8ffa8787ed7a584f91f49f4bf044c15896cbea7545e23dcab",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-22T06:57:34Z",
    "title_canon_sha256": "65479c9576d7af1e1e10053b659c6d12176a514b632f22f2ca25b096914b4cec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.15421",
    "kind": "arxiv",
    "version": 3
  }
}