Pith Number

pith:YKFMNSXK

pith:2020:YKFMNSXKVEACS4IXBXS4IV3IOA

not attested not anchored not stored refs pending

Evaluating the Rainbow DQN Agent in Hanabi with Unseen Partners

Andy Nealen, Julian Togelius, Rodrigo Canaan, Stefan Menzel, Xianbo Gao, Youjin Chung

arxiv:2004.13291 v1 · 2020-04-28 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YKFMNSXKVEACS4IXBXS4IV3IOA}

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

Event Vision Sensor: A Review

Receipt and verification

First computed	2026-07-05T00:58:57.638263Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c28ac6caeaa9002971170de5c45768702dc99f4aceab60e13976ed5fd55f8420

Aliases

arxiv: 2004.13291 · arxiv_version: 2004.13291v1 · doi: 10.48550/arxiv.2004.13291 · pith_short_12: YKFMNSXKVEAC · pith_short_16: YKFMNSXKVEACS4IX · pith_short_8: YKFMNSXK

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/YKFMNSXKVEACS4IXBXS4IV3IOA \
  | 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: c28ac6caeaa9002971170de5c45768702dc99f4aceab60e13976ed5fd55f8420

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9977192745bada0223a310bd68744eb98f13877a36c9af755902718f5f5a62da",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-04-28T04:24:44Z",
    "title_canon_sha256": "7e4ea0ff55937a3e36bacee4e4d7f77b0e505f5aa2d425affc7937d73ccb9bbf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.13291",
    "kind": "arxiv",
    "version": 1
  }
}