Pith Number

pith:P3LWER6Z

pith:2020:P3LWER6Z7D663MG43HSPE3PBXY

not attested not anchored not stored refs pending

Which Heroes to Pick? Learning to Draft in MOBA Games with Neural Networks and Tree Search

Deheng Ye, Menghui Zhu, Qiang Fu, Sheng Chen, Weinan Zhang, Wei Yang

arxiv:2012.10171 v4 · 2020-12-18 · 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{P3LWER6Z7D663MG43HSPE3PBXY}

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	2026-07-05T03:03:26.717554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7ed76247d9f8fdedb0dcd9e4f26de1be1c2844bb156f72424c749cc6dee13a31

Aliases

arxiv: 2012.10171 · arxiv_version: 2012.10171v4 · doi: 10.48550/arxiv.2012.10171 · pith_short_12: P3LWER6Z7D66 · pith_short_16: P3LWER6Z7D663MG4 · pith_short_8: P3LWER6Z

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/P3LWER6Z7D663MG43HSPE3PBXY \
  | 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: 7ed76247d9f8fdedb0dcd9e4f26de1be1c2844bb156f72424c749cc6dee13a31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "64b46194def2ab2453a1599409bba750f892130a62df21bfb6056d5f3fc0eecc",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-12-18T11:19:00Z",
    "title_canon_sha256": "6be22b72914a1b2067a5c9d97cc177c5930f3fb89c1c3bc0ebf0fafa4b1b6a19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.10171",
    "kind": "arxiv",
    "version": 4
  }
}