Pith Number

pith:YTXSQIFF

pith:2024:YTXSQIFFZ3ENKD2M6A2WZQES7U

not attested not anchored not stored refs pending

Adaptive Transit Signal Priority based on Deep Reinforcement Learning and Connected Vehicles in a Traffic Microsimulation Environment

Angshuman Guin, Dickness Kwesiga, Michael Hunter

arxiv:2408.00098 v1 · 2024-07-31 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YTXSQIFFZ3ENKD2M6A2WZQES7U}

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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

Integrating Transit Signal Priority into Multi-Agent Reinforcement Learning based Traffic Signal Control

Receipt and verification

First computed	2026-07-05T08:50:45.093396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c4ef2820a5cec8d50f4cf0356cc092fd167a9c287ce0a614e22d3e196af1e8f4

Aliases

arxiv: 2408.00098 · arxiv_version: 2408.00098v1 · doi: 10.48550/arxiv.2408.00098 · pith_short_12: YTXSQIFFZ3EN · pith_short_16: YTXSQIFFZ3ENKD2M · pith_short_8: YTXSQIFF

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/YTXSQIFFZ3ENKD2M6A2WZQES7U \
  | 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: c4ef2820a5cec8d50f4cf0356cc092fd167a9c287ce0a614e22d3e196af1e8f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6235aec3cb156da68eaec050ed5e61b5a8d04bd2e2c4e719ed37301268ca7bba",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-31T18:17:22Z",
    "title_canon_sha256": "7769c020a5bb29d7e85a5baf7691df0f74ba9103176494bc4ea8256d8967554c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.00098",
    "kind": "arxiv",
    "version": 1
  }
}