Pith Number

pith:MMMNSINM

pith:2020:MMMNSINMBCNNGUOOIMRDBEDSYS

not attested not anchored not stored refs pending

Gaussian Process Based Message Filtering for Robust Multi-Agent Cooperation in the Presence of Adversarial Communication

Amanda Prorok, Jan Blumenkamp, Rupert Mitchell

arxiv:2012.00508 v1 · 2020-12-01 · cs.RO · cs.AI · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MMMNSINMBCNNGUOOIMRDBEDSYS}

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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.

Cited by

1 paper in Pith

Robust Multi-agent Communication Based on Decentralization-Oriented Adversarial Training

Receipt and verification

First computed	2026-07-05T01:56:17.314826Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6318d921ac089ad351ce4322309072c496bcbd01d376cdd1c8bba706ef4a7181

Aliases

arxiv: 2012.00508 · arxiv_version: 2012.00508v1 · doi: 10.48550/arxiv.2012.00508 · pith_short_12: MMMNSINMBCNN · pith_short_16: MMMNSINMBCNNGUOO · pith_short_8: MMMNSINM

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/MMMNSINMBCNNGUOOIMRDBEDSYS \
  | 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: 6318d921ac089ad351ce4322309072c496bcbd01d376cdd1c8bba706ef4a7181

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c28ac9fcb8f118e661ec44aa6f531f10be00cbfe41a585c42de8890a1c28c640",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2020-12-01T14:21:58Z",
    "title_canon_sha256": "3e86264d49c51fb4a25caf8f9a8914d4b6bc7ce2180a6ea548b7a66ba243d705"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.00508",
    "kind": "arxiv",
    "version": 1
  }
}