Pith Number

pith:OSKCVIIO

pith:2019:OSKCVIIOQUP26OOQ67OAIGQ7DX

not attested not anchored not stored refs pending

Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning

Bilal Kartal, Matthew E. Taylor, Pablo Hernandez-Leal

arxiv:1907.10827 v1 · 2019-07-24 · cs.LG · cs.MA · 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{OSKCVIIOQUP26OOQ67OAIGQ7DX}

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	2026-05-17T23:39:34.396582Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

74942aa10e851faf39d0f7dc041a1f1dd30bde388a7885e0a74325a0ff66b757

Aliases

arxiv: 1907.10827 · arxiv_version: 1907.10827v1 · doi: 10.48550/arxiv.1907.10827 · pith_short_12: OSKCVIIOQUP2 · pith_short_16: OSKCVIIOQUP26OOQ · pith_short_8: OSKCVIIO

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/OSKCVIIOQUP26OOQ67OAIGQ7DX \
  | 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: 74942aa10e851faf39d0f7dc041a1f1dd30bde388a7885e0a74325a0ff66b757

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37851cb08a17fa47038c149c0c1ed64472ad022246952b149702fa24a8fa3c5a",
    "cross_cats_sorted": [
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-24T16:26:21Z",
    "title_canon_sha256": "199f55bd61a8fad3911c457ca35387d7800e090524d41faa045951213d1c705f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10827",
    "kind": "arxiv",
    "version": 1
  }
}