Pith Number

pith:MTK22SIE

pith:2021:MTK22SIEGXEVTIPX54R3IVKUJC

not attested not anchored not stored refs pending

Cooperative Stochastic Multi-agent Multi-armed Bandits Robust to Adversarial Corruptions

Dapeng Li, Junyan Liu, Shuai Li

arxiv:2106.04207 v1 · 2021-06-08 · 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{MTK22SIEGXEVTIPX54R3IVKUJC}

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.

Cited by

1 paper in Pith

Cascading Bandits Robust to Adversarial Corruptions

Receipt and verification

First computed	2026-07-05T02:47:13.269721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64d5ad490435c959a1f7ef23b4555448b73f8fbd1a19984b54a08a3ff15b7bb9

Aliases

arxiv: 2106.04207 · arxiv_version: 2106.04207v1 · doi: 10.48550/arxiv.2106.04207 · pith_short_12: MTK22SIEGXEV · pith_short_16: MTK22SIEGXEVTIPX · pith_short_8: MTK22SIE

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/MTK22SIEGXEVTIPX54R3IVKUJC \
  | 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: 64d5ad490435c959a1f7ef23b4555448b73f8fbd1a19984b54a08a3ff15b7bb9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54c7fbf8781e349a4b1c9384603e51ae65d949bfce33d4541c88d7c13bcb86ff",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-08T09:32:43Z",
    "title_canon_sha256": "7cf59a9cba9716faf4b450b75627ee0510f8394db28ed5d91377100b9be63690"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04207",
    "kind": "arxiv",
    "version": 1
  }
}