Pith Number

pith:NFTUALSL

pith:2024:NFTUALSLIGW5X5HJRZBTUDOTER

not attested not anchored not stored refs pending

Multi-Agent Stochastic Bandits Robust to Adversarial Corruptions

Fatemeh Ghaffari, Jinhang Zuo, Mohammad Hajiesmaili, Xuchuang Wang

arxiv:2411.08167 v1 · 2024-11-12 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NFTUALSLIGW5X5HJRZBTUDOTER}

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	2026-07-05T09:34:42.496974Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6967402e4b41addbf4e98e433a0dd32467573656331351a85cce9c5f207d9f3a

Aliases

arxiv: 2411.08167 · arxiv_version: 2411.08167v1 · doi: 10.48550/arxiv.2411.08167 · pith_short_12: NFTUALSLIGW5 · pith_short_16: NFTUALSLIGW5X5HJ · pith_short_8: NFTUALSL

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/NFTUALSLIGW5X5HJRZBTUDOTER \
  | 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: 6967402e4b41addbf4e98e433a0dd32467573656331351a85cce9c5f207d9f3a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "45c6e7d70d361a206f31156ea447464238191155666a580d71b39369137a9769",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-12T20:20:26Z",
    "title_canon_sha256": "16a719b1911e0e5ae8c49d6691b60aa932c5c5ed69791de809bc5ce0ba471ffa"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.08167",
    "kind": "arxiv",
    "version": 1
  }
}