Pith Number

pith:XUUN3G4J

pith:2020:XUUN3G4J2JO4MMIJ2OB4KD5RBC

not attested not anchored not stored refs pending

Selective Dyna-style Planning Under Limited Model Capacity

Erin J. Talvitie, Martha White, Samuel Sokota, Zaheer Abbas

arxiv:2007.02418 v3 · 2020-07-05 · 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{XUUN3G4J2JO4MMIJ2OB4KD5RBC}

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.

Receipt and verification

First computed	2026-07-05T02:20:55.687135Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd28dd9b89d25dc63109d383c50fb108a5f5045c6aaf44baa08f760eb99b105c

Aliases

arxiv: 2007.02418 · arxiv_version: 2007.02418v3 · doi: 10.48550/arxiv.2007.02418 · pith_short_12: XUUN3G4J2JO4 · pith_short_16: XUUN3G4J2JO4MMIJ · pith_short_8: XUUN3G4J

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/XUUN3G4J2JO4MMIJ2OB4KD5RBC \
  | 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: bd28dd9b89d25dc63109d383c50fb108a5f5045c6aaf44baa08f760eb99b105c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "675be0cc914970f51013128b9e5d3b7de44e0989ce83b2b05f00e1946e4da690",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-07-05T18:51:50Z",
    "title_canon_sha256": "7689908994aa798fd60832985e59dc9229e150429b1bf25065f8a22f9ccb1236"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.02418",
    "kind": "arxiv",
    "version": 3
  }
}