Pith Number

pith:DV67EH3F

pith:2023:DV67EH3F6KNHFGA2V4IFTBI7HZ

not attested not anchored not stored refs pending

Improving Autonomous Separation Assurance through Distributed Reinforcement Learning with Attention Networks

Kara Breeden, Luis E. Alvarez, Marc W. Brittain

arxiv:2308.04958 v1 · 2023-08-09 · cs.AI · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DV67EH3F6KNHFGA2V4IFTBI7HZ}

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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

Decentralized Autonomous Traffic Management through Corridor Networks

Receipt and verification

First computed	2026-07-05T06:39:45.323840Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d7df21f65f29a72981aaf1059851f3e6712b3fc88b8f520fa74eb4595698c93

Aliases

arxiv: 2308.04958 · arxiv_version: 2308.04958v1 · doi: 10.48550/arxiv.2308.04958 · pith_short_12: DV67EH3F6KNH · pith_short_16: DV67EH3F6KNHFGA2 · pith_short_8: DV67EH3F

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/DV67EH3F6KNHFGA2V4IFTBI7HZ \
  | 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: 1d7df21f65f29a72981aaf1059851f3e6712b3fc88b8f520fa74eb4595698c93

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c8ace2a9ceb9f0b0caab5424d4265f00144b8cdb4cbc2e529248ecf5556ad28",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-08-09T13:44:35Z",
    "title_canon_sha256": "85ea4849635bc75911016977770c0607933b0d9c993bfdc63a3f237d1adf9ae6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.04958",
    "kind": "arxiv",
    "version": 1
  }
}