Pith Number

pith:ATJUTU3P

pith:2015:ATJUTU3PCJBJLCYTE5UQAUI6II

not attested not anchored not stored refs pending

True Online Temporal-Difference Learning

A. Rupam Mahmood, Harm van Seijen, Marlos C. Machado, Patrick M. Pilarski, Richard S. Sutton

arxiv:1512.04087 v2 · 2015-12-13 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATJUTU3PCJBJLCYTE5UQAUI6II}

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	2026-05-18T01:04:57.708375Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04d349d36f1242958b13276900511e421ff0f86afeb42a055d106582a2cad44e

Aliases

arxiv: 1512.04087 · arxiv_version: 1512.04087v2 · doi: 10.48550/arxiv.1512.04087 · pith_short_12: ATJUTU3PCJBJ · pith_short_16: ATJUTU3PCJBJLCYT · pith_short_8: ATJUTU3P

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/ATJUTU3PCJBJLCYTE5UQAUI6II \
  | 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: 04d349d36f1242958b13276900511e421ff0f86afeb42a055d106582a2cad44e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8006a85e8c849178a9037e534bef67a042614fae17f482ece0ae2aa78e5e8b61",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2015-12-13T17:13:33Z",
    "title_canon_sha256": "951503db87114e0a7676bbfbfb267b68a3315dea957fd25255d184d40bb3b0de"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.04087",
    "kind": "arxiv",
    "version": 2
  }
}