Pith Number

pith:GHPLBXXB

pith:2024:GHPLBXXBCTJ3GFI4T66B4CGYQF

not attested not anchored not stored refs pending

A Multi-Agent Rollout Approach for Highway Bottleneck Decongestion in Mixed Autonomy

Lu Liu, Man-On Pun, Maonan Wang, Xi Xiong

arxiv:2405.03132 v2 · 2024-05-06 · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GHPLBXXBCTJ3GFI4T66B4CGYQF}

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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

Regulator-Manufacturer AI Agents Modeling: Mathematical Feedback-Driven Multi-Agent LLM Framework

Receipt and verification

First computed	2026-07-05T11:01:24.432129Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31deb0dee114d3b3151c9fbc1e08d8817ba8f0fabe15d3254929e11535e3ea2c

Aliases

arxiv: 2405.03132 · arxiv_version: 2405.03132v2 · doi: 10.48550/arxiv.2405.03132 · pith_short_12: GHPLBXXBCTJ3 · pith_short_16: GHPLBXXBCTJ3GFI4 · pith_short_8: GHPLBXXB

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/GHPLBXXBCTJ3GFI4T66B4CGYQF \
  | 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: 31deb0dee114d3b3151c9fbc1e08d8817ba8f0fabe15d3254929e11535e3ea2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1dce3cefc7ef0c45227ef78dba43a06d9f2e33929291d482103848316a7158c2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2024-05-06T03:06:04Z",
    "title_canon_sha256": "f62e3c2c03f533f64f9bc2216cfd8d916bb44c079fda0de3577954e4099bc52d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03132",
    "kind": "arxiv",
    "version": 2
  }
}