Pith Number

pith:377WO6M7

pith:2023:377WO6M7BYYTHJV4KSM6LI4CFV

not attested not anchored not stored refs pending

Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem

Fan Chiang, I-Chen Wu, Ji-Han Wu, Kuo-Hao Ho, Ruei-Yu Jheng, Yen-Chi Chen, Yuan-Yu Wu

arxiv:2309.15517 v2 · 2023-09-27 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{377WO6M7BYYTHJV4KSM6LI4CFV}

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	2026-07-05T06:56:39.131540Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dfff67799f0e3133a6bc5499e5a3822d488769d29dd2bf1e2229065e68377e4f

Aliases

arxiv: 2309.15517 · arxiv_version: 2309.15517v2 · doi: 10.48550/arxiv.2309.15517 · pith_short_12: 377WO6M7BYYT · pith_short_16: 377WO6M7BYYTHJV4 · pith_short_8: 377WO6M7

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/377WO6M7BYYTHJV4KSM6LI4CFV \
  | 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: dfff67799f0e3133a6bc5499e5a3822d488769d29dd2bf1e2229065e68377e4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a49ca50df5369c75266f4bc16cc956c04e03149b79d7a9e815649d02c3d39e95",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2023-09-27T09:33:56Z",
    "title_canon_sha256": "2dc335a3eda3ba5f4facfd6e9f2f8d94f7806949ecda73f4809ac3e6689d726c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2309.15517",
    "kind": "arxiv",
    "version": 2
  }
}