Pith Number

pith:KCZW2R2A

pith:2012:KCZW2R2ANXC73JX2TIB4TGTD4T

not attested not anchored not stored refs pending

Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping

Alborz Geramifard, Csaba Szepesvari, Michael P. Bowling, Richard S. Sutton

arxiv:1206.3285 v1 · 2012-06-13 · cs.AI · cs.LG · cs.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KCZW2R2ANXC73JX2TIB4TGTD4T}

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	2026-05-18T03:53:30.748538Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

50b36d47406dc5fda6fa9a03c99a63e4e4d9427f8bdbfa2a2e9e87259c56f43a

Aliases

arxiv: 1206.3285 · arxiv_version: 1206.3285v1 · doi: 10.48550/arxiv.1206.3285 · pith_short_12: KCZW2R2ANXC7 · pith_short_16: KCZW2R2ANXC73JX2 · pith_short_8: KCZW2R2A

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/KCZW2R2ANXC73JX2TIB4TGTD4T \
  | 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: 50b36d47406dc5fda6fa9a03c99a63e4e4d9427f8bdbfa2a2e9e87259c56f43a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a5d210410102dfec4c5d8040c3ff1bee23f836fe737c9d5089d9ee01c31d9c41",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2012-06-13T15:45:04Z",
    "title_canon_sha256": "2e26ee77a84622563091aeab4e6b01cd92011d95b14a1feecc6e4eb6a9031802"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1206.3285",
    "kind": "arxiv",
    "version": 1
  }
}