Pith Number

pith:MJQDAIVZ

pith:2025:MJQDAIVZAVMKHDC47QVQOQ7EXS

not attested not anchored not stored refs pending

ReviBranch: Deep Reinforcement Learning for Branch-and-Bound with Revived Trajectories

Canran Xiao, Dou Jiabao, Feixiang Du, Jiaping Xiao, Jinwei Liu, Nie Jiayi, Yihang Cheng, Yingrui Ji

arxiv:2508.17452 v1 · 2025-08-24 · 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{MJQDAIVZAVMKHDC47QVQOQ7EXS}

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	2026-07-05T11:58:41.737982Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62603022b90558a38c5cfc2b0743e4bcbdebfbeaf0333362faa33a0031d0fd51

Aliases

arxiv: 2508.17452 · arxiv_version: 2508.17452v1 · doi: 10.48550/arxiv.2508.17452 · pith_short_12: MJQDAIVZAVMK · pith_short_16: MJQDAIVZAVMKHDC4 · pith_short_8: MJQDAIVZ

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/MJQDAIVZAVMKHDC47QVQOQ7EXS \
  | 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: 62603022b90558a38c5cfc2b0743e4bcbdebfbeaf0333362faa33a0031d0fd51

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cbf9b3ea7ec154e3367d68266687962c8d7ff48e39bb7e0da0c2ec06a568c726",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-24T17:13:41Z",
    "title_canon_sha256": "b334fbaedc6d6d1af18e6dfb3525cdd738dc9442466d4de94456951c32524435"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.17452",
    "kind": "arxiv",
    "version": 1
  }
}