Pith Number

pith:XWJKW7ZR

pith:2022:XWJKW7ZR2NQTCC65NGT7YEOPIV

not attested not anchored not stored refs pending

Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form Games: Corrections

Amy R. Greenwald, Dustin Morrill, James R. Wright, Marc Lanctot, Michael Bowling, Ryan D'Orazio

arxiv:2205.12031 v2 · 2022-05-24 · cs.GT · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XWJKW7ZR2NQTCC65NGT7YEOPIV}

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	2026-07-05T04:28:31.824034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd92ab7f31d361310bdd69a7fc11cf45594312dce3ed33d323d02fb58bfe659c

Aliases

arxiv: 2205.12031 · arxiv_version: 2205.12031v2 · doi: 10.48550/arxiv.2205.12031 · pith_short_12: XWJKW7ZR2NQT · pith_short_16: XWJKW7ZR2NQTCC65 · pith_short_8: XWJKW7ZR

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/XWJKW7ZR2NQTCC65NGT7YEOPIV \
  | 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: bd92ab7f31d361310bdd69a7fc11cf45594312dce3ed33d323d02fb58bfe659c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10c84ec62ea67c6985aa2dc98dee654f33a02307db46ebcec6cddba8fc9ba241",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2022-05-24T12:31:14Z",
    "title_canon_sha256": "e2fc0a44f572218cdda19bf32bef9af5e6944c572d6683facf6b5415f89b25fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.12031",
    "kind": "arxiv",
    "version": 2
  }
}