Pith Number

pith:FME4FNND

pith:2018:FME4FNNDQBWTF7KCHNE4DP4KGN

not attested not anchored not stored refs pending

Modular Architecture for StarCraft II with Deep Reinforcement Learning

Dennis Lee, Haoran Tang, Huazhe Xu, Jeffrey O Zhang, Pieter Abbeel, Trevor Darrell

arxiv:1811.03555 v1 · 2018-11-08 · 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{FME4FNNDQBWTF7KCHNE4DP4KGN}

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	2026-05-18T00:01:15.753267Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b09c2b5a3806d32fd423b49c1bf8a33648dcbc657b19a30298062e10fef7e80

Aliases

arxiv: 1811.03555 · arxiv_version: 1811.03555v1 · doi: 10.48550/arxiv.1811.03555 · pith_short_12: FME4FNNDQBWT · pith_short_16: FME4FNNDQBWTF7KC · pith_short_8: FME4FNND

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/FME4FNNDQBWTF7KCHNE4DP4KGN \
  | 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: 2b09c2b5a3806d32fd423b49c1bf8a33648dcbc657b19a30298062e10fef7e80

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4aff3a4556234fe8fd652e4cd8763157f397ff2b01fe18e9453f0782397f316b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-11-08T17:13:50Z",
    "title_canon_sha256": "3187f052fb5c710ef983dd84d80631d0a0636b0e89f9c0917ea1ce044ee0e736"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.03555",
    "kind": "arxiv",
    "version": 1
  }
}