Pith Number

pith:N3APYMSL

pith:2018:N3APYMSLAPSSBZXECUGQ2GDKUA

not attested not anchored not stored refs pending

Deep Pepper: Expert Iteration based Chess agent in the Reinforcement Learning Setting

Ahmad Chamseddine, Breandan Considine, Kyle Goyette, Sai Krishna G.V.

arxiv:1806.00683 v2 · 2018-06-02 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{N3APYMSLAPSSBZXECUGQ2GDKUA}

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	2026-05-18T00:02:54.841212Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ec0fc324b03e520e6e4150d0d186aa020836572a7960dc3721e5789a40e0a11

Aliases

arxiv: 1806.00683 · arxiv_version: 1806.00683v2 · doi: 10.48550/arxiv.1806.00683 · pith_short_12: N3APYMSLAPSS · pith_short_16: N3APYMSLAPSSBZXE · pith_short_8: N3APYMSL

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/N3APYMSLAPSSBZXECUGQ2GDKUA \
  | 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: 6ec0fc324b03e520e6e4150d0d186aa020836572a7960dc3721e5789a40e0a11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dcf1f2bea09fb657063d66b232ae8044d30231d63b6b0d2ce50c5f19f2263cce",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-06-02T18:35:37Z",
    "title_canon_sha256": "379fc454566be7adf5ab7c0cdcbd40402ef2e40a3de34d41d0392f1e2f6f5b48"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.00683",
    "kind": "arxiv",
    "version": 2
  }
}