Pith Number

pith:HSI62F3U

pith:2018:HSI62F3UDK7TI7TWDEX5V4ZYJF

not attested not anchored not stored refs pending

DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation

Benedikt Jenik, Jack Terwilliger, Lex Fridman

arxiv:1801.02805 v2 · 2018-01-09 · cs.NE · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HSI62F3UDK7TI7TWDEX5V4ZYJF}

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	2026-05-17T23:57:03.094071Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c91ed17741abf347e76192fdaf3384948215cf5036e3327c9852386bf0c0755

Aliases

arxiv: 1801.02805 · arxiv_version: 1801.02805v2 · doi: 10.48550/arxiv.1801.02805 · pith_short_12: HSI62F3UDK7T · pith_short_16: HSI62F3UDK7TI7TW · pith_short_8: HSI62F3U

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/HSI62F3UDK7TI7TWDEX5V4ZYJF \
  | 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: 3c91ed17741abf347e76192fdaf3384948215cf5036e3327c9852386bf0c0755

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5554796b1be07c115c61c95b59e807a42bc5e927acf17d4aac2fc7cd9fa6a31a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-01-09T05:56:15Z",
    "title_canon_sha256": "cb1467c0b3d175b323255e1b7deda77135f96a7292b9e6f8cc17b85b937b800b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.02805",
    "kind": "arxiv",
    "version": 2
  }
}