Pith Number

pith:2YL6533I

pith:2022:2YL6533IJIQLL76BE5ASFSNUO6

not attested not anchored not stored refs pending

Explainable and Safe Reinforcement Learning for Autonomous Air Mobility

Hongyu Yang, Lei Wang, Suwan Yin, Yi Lin, Yuankai Wu

arxiv:2211.13474 v1 · 2022-11-24 · cs.LG · 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{2YL6533IJIQLL76BE5ASFSNUO6}

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	2026-07-05T05:19:22.730669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d617eeef684a20b5ffc1274122c9b4779fa167213a847ee7148ea17abeccb033

Aliases

arxiv: 2211.13474 · arxiv_version: 2211.13474v1 · doi: 10.48550/arxiv.2211.13474 · pith_short_12: 2YL6533IJIQL · pith_short_16: 2YL6533IJIQLL76B · pith_short_8: 2YL6533I

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/2YL6533IJIQLL76BE5ASFSNUO6 \
  | 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: d617eeef684a20b5ffc1274122c9b4779fa167213a847ee7148ea17abeccb033

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6d2fd29086d4e8ae5cfda2f0b8cd9f3bfca01d6efe30fe92da50cb7f8e6d5141",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-24T08:47:06Z",
    "title_canon_sha256": "4c805a86cf1bc9f39e6f8d05b2c782d155c143affc90444908a5b75ff544f9e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.13474",
    "kind": "arxiv",
    "version": 1
  }
}