Pith Number

pith:FRLMEIAW

pith:2018:FRLMEIAW3QCZHVQAHRZXKQQ27A

not attested not anchored not stored refs pending

An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents

Felipe Petroski Such, Jeff Clune, Jiale Zhi, Joel Lehman, Ludwig Schubert, Marc G. Bellemare, Pablo Samuel Castro, Rosanne Liu, Rui Wang, Vashisht Madhavan, Yulun Li

arxiv:1812.07069 v2 · 2018-12-17 · 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{FRLMEIAW3QCZHVQAHRZXKQQ27A}

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	2026-05-17T23:44:42.757935Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c56c22016dc0593d6003c7375421af80caf3b2f714c76fbbc24308fae277980

Aliases

arxiv: 1812.07069 · arxiv_version: 1812.07069v2 · doi: 10.48550/arxiv.1812.07069 · pith_short_12: FRLMEIAW3QCZ · pith_short_16: FRLMEIAW3QCZHVQA · pith_short_8: FRLMEIAW

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/FRLMEIAW3QCZHVQAHRZXKQQ27A \
  | 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: 2c56c22016dc0593d6003c7375421af80caf3b2f714c76fbbc24308fae277980

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "701d3380f4d277ef6d3f2b95d8621063d07ecbfbe8a631c59f615789a0563241",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-12-17T21:53:38Z",
    "title_canon_sha256": "90d4cbf5307cb0aa4edc2b01da8d815629a2be6d6e84048ca0deaa78e8959cba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.07069",
    "kind": "arxiv",
    "version": 2
  }
}