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Pith Number

pith:BCN4TIO2

pith:2024:BCN4TIO2B6W4TCT2L3UUKPAGPS
not attested not anchored not stored refs pending

Reinforcement Learning for Adaptive Traffic Signal Control: Turn-Based and Time-Based Approaches to Reduce Congestion

Ahmed Mustafa, Hasan Sajid, Muhammad Tahir Rafique

arxiv:2408.15751 v2 · 2024-08-28 · cs.AI

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\usepackage{pith}
\pithnumber{BCN4TIO2B6W4TCT2L3UUKPAGPS}

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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

Receipt and verification
First computed 2026-07-05T09:01:38.743978Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

089bc9a1da0fadc98a7a5ee9453c067c8cba7700a974b59639e5a34cc5a40de4

Aliases

arxiv: 2408.15751 · arxiv_version: 2408.15751v2 · doi: 10.48550/arxiv.2408.15751 · pith_short_12: BCN4TIO2B6W4 · pith_short_16: BCN4TIO2B6W4TCT2 · pith_short_8: BCN4TIO2
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/BCN4TIO2B6W4TCT2L3UUKPAGPS \
  | 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: 089bc9a1da0fadc98a7a5ee9453c067c8cba7700a974b59639e5a34cc5a40de4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f77d1cd9d6156c673d774974b5d410edb0baf7556cfb05942c7a0edbceb863ae",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-28T12:35:56Z",
    "title_canon_sha256": "51b9b712c2374b0dd20b8f0e6fab7af7bffb29652ae1f0efc1e13cfab6fc806d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15751",
    "kind": "arxiv",
    "version": 2
  }
}