Pith Number

pith:NOJBM3BS

pith:2018:NOJBM3BSNY4MNMA4ZYEXBNQD44

not attested not anchored not stored refs pending

Experience-driven Networking: A Deep Reinforcement Learning based Approach

Chi Harold Liu, Dejun Yang, Jian Tang, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Zhiyuan Xu

arxiv:1801.05757 v1 · 2018-01-17 · cs.NI · cs.AI · 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{NOJBM3BSNY4MNMA4ZYEXBNQD44}

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	2026-05-18T00:25:40.273262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6b92166c326e38c6b01cce0970b603e724ec897cd1cf511c07b8e8031dcc92b1

Aliases

arxiv: 1801.05757 · arxiv_version: 1801.05757v1 · doi: 10.48550/arxiv.1801.05757 · pith_short_12: NOJBM3BSNY4M · pith_short_16: NOJBM3BSNY4MNMA4 · pith_short_8: NOJBM3BS

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/NOJBM3BSNY4MNMA4ZYEXBNQD44 \
  | 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: 6b92166c326e38c6b01cce0970b603e724ec897cd1cf511c07b8e8031dcc92b1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "46f147669808d41a5611f82de3d6ca3dd36cd0eec5cd56ac63ff7ca4e4cb92df",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NI",
    "submitted_at": "2018-01-17T17:09:01Z",
    "title_canon_sha256": "8013bc8c9db2a2d636d7789cbf34cf259cca15142414348bf66414decf3d6729"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.05757",
    "kind": "arxiv",
    "version": 1
  }
}