Pith Number

pith:ASYRGMI6

pith:2022:ASYRGMI6LUZZIX5NL3OJQWIHVP

not attested not anchored not stored refs pending

Cognitive Level-$k$ Meta-Learning for Safe and Pedestrian-Aware Autonomous Driving

Haozhe Lei, Quanyan Zhu

arxiv:2212.08800 v3 · 2022-12-17 · cs.RO · cs.AI · cs.HC · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ASYRGMI6LUZZIX5NL3OJQWIHVP}

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	2026-07-05T05:37:56.499719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04b113311e5d33945fad5edc985907abc03d2d2b1fb0dfb08e44e5865866bf2d

Aliases

arxiv: 2212.08800 · arxiv_version: 2212.08800v3 · doi: 10.48550/arxiv.2212.08800 · pith_short_12: ASYRGMI6LUZZ · pith_short_16: ASYRGMI6LUZZIX5N · pith_short_8: ASYRGMI6

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/ASYRGMI6LUZZIX5NL3OJQWIHVP \
  | 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: 04b113311e5d33945fad5edc985907abc03d2d2b1fb0dfb08e44e5865866bf2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "75ee61733d4c68cfaa4cd12145e1b0955238c8d0f56e99cadcc6537617543a44",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC",
      "cs.LG",
      "math.OC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2022-12-17T05:11:34Z",
    "title_canon_sha256": "161c46e9ac5274799e174c9ca52359ad81a775d9175f9a162917221540fd5981"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.08800",
    "kind": "arxiv",
    "version": 3
  }
}