Pith Number

pith:5WF3HFN7

pith:2018:5WF3HFN7YL7NA2OPBW5KUF6FFI

not attested not anchored not stored refs pending

From Game-theoretic Multi-agent Log Linear Learning to Reinforcement Learning

Lacra Pavel, Mohammadhosein Hasanbeig

arxiv:1802.02277 v2 · 2018-02-07 · 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{5WF3HFN7YL7NA2OPBW5KUF6FFI}

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	2026-05-18T00:05:32.057066Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ed8bb395bfc2fed069cf0dbaaa17c52a252fa88f31acd78e765771d1734f480e

Aliases

arxiv: 1802.02277 · arxiv_version: 1802.02277v2 · doi: 10.48550/arxiv.1802.02277 · pith_short_12: 5WF3HFN7YL7N · pith_short_16: 5WF3HFN7YL7NA2OP · pith_short_8: 5WF3HFN7

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/5WF3HFN7YL7NA2OPBW5KUF6FFI \
  | 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: ed8bb395bfc2fed069cf0dbaaa17c52a252fa88f31acd78e765771d1734f480e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9331c434d525d11f9a66cd4bb235eac01d3ba8b1b39c9fbe3e586b772c8c8796",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-02-07T01:22:13Z",
    "title_canon_sha256": "f825e83993a634654025209c85813582433de68851663ca705a268fe9b59f63d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.02277",
    "kind": "arxiv",
    "version": 2
  }
}