Pith Number

pith:HH5WKGUR

pith:2021:HH5WKGURM4SA55YBISQVXFDBEW

not attested not anchored not stored refs pending

Deception in Social Learning: A Multi-Agent Reinforcement Learning Perspective

Paul Chelarescu

arxiv:2106.05402 v1 · 2021-06-09 · 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{HH5WKGURM4SA55YBISQVXFDBEW}

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

Scheming Ability in LLM-to-LLM Strategic Interactions

Receipt and verification

First computed	2026-07-05T02:48:01.582947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39fb651a9167240ef70144a15b946125b8e39e3e6640fd73a03382e63293d4ac

Aliases

arxiv: 2106.05402 · arxiv_version: 2106.05402v1 · doi: 10.48550/arxiv.2106.05402 · pith_short_12: HH5WKGURM4SA · pith_short_16: HH5WKGURM4SA55YB · pith_short_8: HH5WKGUR

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/HH5WKGURM4SA55YBISQVXFDBEW \
  | 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: 39fb651a9167240ef70144a15b946125b8e39e3e6640fd73a03382e63293d4ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1c169a7528fe655a31cbc4f96068b1e8f5dd7d518e21e651c7521aa9b87d5f5a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-09T21:34:11Z",
    "title_canon_sha256": "ecabab1f720be5c2b6cdda53cfb6d33626304d4439b25e4d88cfd8307d978eef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.05402",
    "kind": "arxiv",
    "version": 1
  }
}