Pith Number

pith:URTNIFOB

pith:2026:URTNIFOBS5WJO5EL5PPSI5YV3Y

not attested not anchored not stored refs pending

EMAgnet: Parameter-Space EMA Regularization for Policy Gradient Self-Play in Large Games

Albert Wang, Chase McDonald, Eugene Vinitsky, JB Lanier, Nathan Tsang, Roy Fox, Tristan Maidment, Wesley N. Kerr

arxiv:2606.23995 v1 · 2026-06-22 · cs.LG · cs.AI · cs.GT · 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{URTNIFOBS5WJO5EL5PPSI5YV3Y}

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	2026-06-24T00:14:32.570184Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a466d415c1976c97748bebdf247715de07c53270931f395e10a93e2a69c69b2b

Aliases

arxiv: 2606.23995 · arxiv_version: 2606.23995v1 · doi: 10.48550/arxiv.2606.23995 · pith_short_12: URTNIFOBS5WJ · pith_short_16: URTNIFOBS5WJO5EL · pith_short_8: URTNIFOB

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/URTNIFOBS5WJO5EL5PPSI5YV3Y \
  | 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: a466d415c1976c97748bebdf247715de07c53270931f395e10a93e2a69c69b2b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ff8b02e964330cc76191944b93663593c41309069b74b47a3fb8ce4a93b85caf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-22T23:05:01Z",
    "title_canon_sha256": "ceb06a33fec482f9f88fba31ffbb2f6d38645e41b0e346fb9490dc25bcc564e0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23995",
    "kind": "arxiv",
    "version": 1
  }
}