Pith. sign in
Pith Number

pith:FBSKZQTY

pith:2020:FBSKZQTY47X2ZWW3ACN7OW3SXC
not attested not anchored not stored refs pending

Com-DDPG: A Multiagent Reinforcement Learning-based Offloading Strategy for Mobile Edge Computing

Honghao Gao, Shahid Mumtaz, Wei Wei, Xiaojin Ma, Xuejie Wang

arxiv:2012.05105 v1 · 2020-12-09 · cs.DC · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FBSKZQTY47X2ZWW3ACN7OW3SXC}

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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 2026-07-05T01:58:18.778882Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2864acc278e7efacdadb009bf75b72b8b992d79154d890e36c63167fd8501cc5

Aliases

arxiv: 2012.05105 · arxiv_version: 2012.05105v1 · doi: 10.48550/arxiv.2012.05105 · pith_short_12: FBSKZQTY47X2 · pith_short_16: FBSKZQTY47X2ZWW3 · pith_short_8: FBSKZQTY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FBSKZQTY47X2ZWW3ACN7OW3SXC \
  | 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: 2864acc278e7efacdadb009bf75b72b8b992d79154d890e36c63167fd8501cc5
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "36ed6eaebd9cdff7a0e8095a50c5be1641854feb681b5438aec928c22f88c5b4",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.DC",
    "submitted_at": "2020-12-09T15:22:47Z",
    "title_canon_sha256": "c9db3b9cc26677fc068d426fc8165f18baef23d80ea88a9047019ad8da4a6295"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.05105",
    "kind": "arxiv",
    "version": 1
  }
}