Pith Number

pith:CSUVPL2Z

pith:2022:CSUVPL2ZAPVPIP7N4ENTBLXPFL

not attested not anchored not stored refs pending

The Power of Regularization in Solving Extensive-Form Games

Asuman Ozdaglar, Kaiqing Zhang, Mingyang Liu, Tiancheng Yu

arxiv:2206.09495 v3 · 2022-06-19 · cs.GT · 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{CSUVPL2ZAPVPIP7N4ENTBLXPFL}

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

GAE Falls Short in Imperfect-Information Self-Play Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:33:55.231532Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14a957af5903eaf43fede11b30aeef2acf552fa599d7e86590dd0af338eac0ca

Aliases

arxiv: 2206.09495 · arxiv_version: 2206.09495v3 · doi: 10.48550/arxiv.2206.09495 · pith_short_12: CSUVPL2ZAPVP · pith_short_16: CSUVPL2ZAPVPIP7N · pith_short_8: CSUVPL2Z

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/CSUVPL2ZAPVPIP7N4ENTBLXPFL \
  | 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: 14a957af5903eaf43fede11b30aeef2acf552fa599d7e86590dd0af338eac0ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab0be7cf58b48e2f8427fab9fdf9f2faef6aa744ff6604357df1db50e28ed151",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2022-06-19T22:10:38Z",
    "title_canon_sha256": "7c66453810e0fbdddb13d7b55270fcc99b88c28eb3706a7ef466e68dd7957162"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.09495",
    "kind": "arxiv",
    "version": 3
  }
}