Pith Number

pith:HXGMP5ZS

pith:2019:HXGMP5ZSJ3M52J5K7TZU6FBHOY

not attested not anchored not stored refs pending

Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless Networks

Chen Zhong, M. Cenk Gursoy, Senem Velipasalar

arxiv:1905.05256 v1 · 2019-05-13 · cs.IT · cs.LG · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HXGMP5ZSJ3M52J5K7TZU6FBHOY}

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	2026-05-17T23:46:17.014396Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3dccc7f7324ed9dd27aafcf34f142776380a23b503e6f753f73aad7e8a1d029a

Aliases

arxiv: 1905.05256 · arxiv_version: 1905.05256v1 · doi: 10.48550/arxiv.1905.05256 · pith_short_12: HXGMP5ZSJ3M5 · pith_short_16: HXGMP5ZSJ3M52J5K · pith_short_8: HXGMP5ZS

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/HXGMP5ZSJ3M52J5K7TZU6FBHOY \
  | 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: 3dccc7f7324ed9dd27aafcf34f142776380a23b503e6f753f73aad7e8a1d029a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1f87b52d84dfcfdf7bfcabb05cef44f2c040ad44b2dc04e5ed80ba9cfb42de9",
    "cross_cats_sorted": [
      "cs.LG",
      "math.IT"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.IT",
    "submitted_at": "2019-05-13T19:25:14Z",
    "title_canon_sha256": "25e1b6cf4f2ed5e53e22baea15f23de42518b210b96ceabc2007c6a871f54778"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.05256",
    "kind": "arxiv",
    "version": 1
  }
}