Pith Number

pith:XT445SZJ

pith:2026:XT445SZJ6BJ6F7COBR67ECJNU2

not attested not anchored not stored refs pending

Conservative Equilibrium Discovery in Offline Game-Theoretic Multiagent Reinforcement Learning

Austin A. Nguyen, Michael P. Wellman

arxiv:2603.00374 v2 · 2026-02-27 · cs.AI · 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{XT445SZJ6BJ6F7COBR67ECJNU2}

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	2026-06-29T00:14:02.526900Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bcf9cecb29f053e2fc4e0c7df2092da692d52035d03b811d825ce62fba9382de

Aliases

arxiv: 2603.00374 · arxiv_version: 2603.00374v2 · doi: 10.48550/arxiv.2603.00374 · pith_short_12: XT445SZJ6BJ6 · pith_short_16: XT445SZJ6BJ6F7CO · pith_short_8: XT445SZJ

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/XT445SZJ6BJ6F7COBR67ECJNU2 \
  | 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: bcf9cecb29f053e2fc4e0c7df2092da692d52035d03b811d825ce62fba9382de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d98600768a3514745b21963dd4d03baf21d251c7ae01b3ba1e06ff62871e3c3",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-02-27T23:24:02Z",
    "title_canon_sha256": "114045c00bdd9df76312c39d4e184ead159d2728ef58ba0748038dd8f74a9516"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2603.00374",
    "kind": "arxiv",
    "version": 2
  }
}