pith. sign in
Pith Number

pith:6BQPCWL4

pith:2017:6BQPCWL4Y7QKKCWOGTOLE2XEW3
not attested not anchored not stored refs pending

Adaptive Traffic Signal Control: Deep Reinforcement Learning Algorithm with Experience Replay and Target Network

Jia Liu, Juntao Gao, Minoru Ito, Norio Shiratori, Yulong Shen

arxiv:1705.02755 v1 · 2017-05-08 · cs.NI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6BQPCWL4Y7QKKCWOGTOLE2XEW3}

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 2026-05-18T00:44:53.728623Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f060f1597cc7e0a50ace34dcb26ae4b6f1c2696f23a774d577ef0906fddd9a87

Aliases

arxiv: 1705.02755 · arxiv_version: 1705.02755v1 · doi: 10.48550/arxiv.1705.02755 · pith_short_12: 6BQPCWL4Y7QK · pith_short_16: 6BQPCWL4Y7QKKCWO · pith_short_8: 6BQPCWL4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6BQPCWL4Y7QKKCWOGTOLE2XEW3 \
  | 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: f060f1597cc7e0a50ace34dcb26ae4b6f1c2696f23a774d577ef0906fddd9a87
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "45a3d0c2d37118dcadf319fe2ec52b6381ccffd00772828d65ff49ece2bb831d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2017-05-08T06:14:53Z",
    "title_canon_sha256": "5f15ab370b3ede839a52f06f888c75bce9aeca9fc52c1458bea753e2cea7dc03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.02755",
    "kind": "arxiv",
    "version": 1
  }
}