Pith. sign in
Pith Number

pith:RFGCJNBD

pith:2024:RFGCJNBDDXY373FXPB3D2Z72CI
not attested not anchored not stored refs pending

Approximate State Abstraction for Markov Games

Atsushi Iwasaki, Hiroki Ishibashi, Kenshi Abe

arxiv:2412.15877 v1 · 2024-12-20 · cs.GT · cs.AI · cs.MA

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RFGCJNBDDXY373FXPB3D2Z72CI}

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 2026-07-05T09:52:31.556432Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

894c24b4231df1bfecb778763d67fa1210843bbe76ce700658a877236ed78cb9

Aliases

arxiv: 2412.15877 · arxiv_version: 2412.15877v1 · doi: 10.48550/arxiv.2412.15877 · pith_short_12: RFGCJNBDDXY3 · pith_short_16: RFGCJNBDDXY373FX · pith_short_8: RFGCJNBD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RFGCJNBDDXY373FXPB3D2Z72CI \
  | 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: 894c24b4231df1bfecb778763d67fa1210843bbe76ce700658a877236ed78cb9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f0659ea8ec2fb3fbe5c48e104a2084fa1ead027acb6df53ff8ed8ffe8107b511",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2024-12-20T13:28:41Z",
    "title_canon_sha256": "d400c61cc2b47b38a100be6f6bec299179172c70d0428eaea3d02d76d9929552"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15877",
    "kind": "arxiv",
    "version": 1
  }
}