Pith Number

pith:YJP56GMO

pith:2024:YJP56GMOZIXOE2QZEQNYPRTMEH

not attested not anchored not stored refs pending

A Tensor Network Implementation of Multi Agent Reinforcement Learning

Sunny Howard

arxiv:2401.03896 v1 · 2024-01-08 · cs.LG · 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{YJP56GMOZIXOE2QZEQNYPRTMEH}

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	2026-07-05T07:31:14.998262Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c25fdf198eca2ee26a19241b87c66c21fcab38cfd2c63fe0bbb8891b65dac8b7

Aliases

arxiv: 2401.03896 · arxiv_version: 2401.03896v1 · doi: 10.48550/arxiv.2401.03896 · pith_short_12: YJP56GMOZIXO · pith_short_16: YJP56GMOZIXOE2QZ · pith_short_8: YJP56GMO

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/YJP56GMOZIXOE2QZEQNYPRTMEH \
  | 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: c25fdf198eca2ee26a19241b87c66c21fcab38cfd2c63fe0bbb8891b65dac8b7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e945aa18cccec9d9ec17ef9ea6cbfad4b35bd558aa59303b7474fe9a1d3f5a97",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-08T13:50:49Z",
    "title_canon_sha256": "b3fde8ed110fcb2c256fe4b5aa53b402afefb377fe075ce6c6d6f9254f8c223f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.03896",
    "kind": "arxiv",
    "version": 1
  }
}