Pith Number

pith:Z36M72SV

pith:2017:Z36M72SV2KEBQAXFCGAN5BTJG3

not attested not anchored not stored refs pending

Deep Reinforcement Learning Boosted by External Knowledge

Nicolas Bougie, Ryutaro Ichise

arxiv:1712.04101 v1 · 2017-12-12 · 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{Z36M72SV2KEBQAXFCGAN5BTJG3}

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	2026-05-18T00:28:09.172820Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cefccfea55d2881802e51180de866936dd59e0701df30602c1807d9c7d6bafa3

Aliases

arxiv: 1712.04101 · arxiv_version: 1712.04101v1 · doi: 10.48550/arxiv.1712.04101 · pith_short_12: Z36M72SV2KEB · pith_short_16: Z36M72SV2KEBQAXF · pith_short_8: Z36M72SV

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/Z36M72SV2KEBQAXFCGAN5BTJG3 \
  | 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: cefccfea55d2881802e51180de866936dd59e0701df30602c1807d9c7d6bafa3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9927a27d0ca01bbce4cd64d4efd05e8f52b694e0af324fffa31ef3d6ab94488f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-12-12T02:19:25Z",
    "title_canon_sha256": "9f807db301d3d8b0dfe4aa5e52339b96d5e1b1c2cfe4e7ea596940c2c7c93eea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1712.04101",
    "kind": "arxiv",
    "version": 1
  }
}