Pith Number

pith:WQQOP2PM

pith:2018:WQQOP2PMBOOIOQKFSGHVCYEUSB

not attested not anchored not stored refs pending

Asynchronous Advantage Actor-Critic Agent for Starcraft II

Basel Alghanem, Keerthana P G

arxiv:1807.08217 v1 · 2018-07-22 · 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{WQQOP2PMBOOIOQKFSGHVCYEUSB}

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.

Cited by

1 paper in Pith

Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey

Receipt and verification

First computed	2026-05-18T00:09:58.006692Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b420e7e9ec0b9c874145918f516094904a2d40058b9c81b770b6924db839e625

Aliases

arxiv: 1807.08217 · arxiv_version: 1807.08217v1 · doi: 10.48550/arxiv.1807.08217 · pith_short_12: WQQOP2PMBOOI · pith_short_16: WQQOP2PMBOOIOQKF · pith_short_8: WQQOP2PM

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/WQQOP2PMBOOIOQKFSGHVCYEUSB \
  | 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: b420e7e9ec0b9c874145918f516094904a2d40058b9c81b770b6924db839e625

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2facb7905fdbfaec859619338742520a9f1ddbd610e70ad467e95dc53a175ad9",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-07-22T01:07:43Z",
    "title_canon_sha256": "5480cf06a674601dcf042d17949505d7556fdde545afe208049cb555aae58ba5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1807.08217",
    "kind": "arxiv",
    "version": 1
  }
}