Pith Number

pith:4MBL535O

pith:2018:4MBL535OENMEAHRM2QAGB5DX5V

not attested not anchored not stored refs pending

Bandit learning in concave $N$-person games

David S. Leslie, Mario Bravo, Panayotis Mertikopoulos

arxiv:1810.01925 v1 · 2018-10-03 · cs.GT · cs.LG · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4MBL535OENMEAHRM2QAGB5DX5V}

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	2026-05-18T00:04:06.941771Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e302beefae2358401e2cd40060f477ed6a32a3d114fa74d7ebc75dd500c5ac8e

Aliases

arxiv: 1810.01925 · arxiv_version: 1810.01925v1 · doi: 10.48550/arxiv.1810.01925 · pith_short_12: 4MBL535OENME · pith_short_16: 4MBL535OENMEAHRM · pith_short_8: 4MBL535O

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/4MBL535OENMEAHRM2QAGB5DX5V \
  | 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: e302beefae2358401e2cd40060f477ed6a32a3d114fa74d7ebc75dd500c5ac8e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73f874ba3edb29c9fbf5592af5848f475ab09b7353a71084b8e756d49dc185e4",
    "cross_cats_sorted": [
      "cs.LG",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2018-10-03T19:34:08Z",
    "title_canon_sha256": "126990a84094b1c0de9ea14b9f610f02c9a10ef428866718227abd7aad031fd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01925",
    "kind": "arxiv",
    "version": 1
  }
}