Pith Number

pith:IZQWXY5X

pith:2015:IZQWXY5X2EA3JX527YVIZZCY2O

not attested not anchored not stored refs pending

Decentralized Q-Learning for Stochastic Teams and Games

G\"urdal Arslan, Serdar Y\"uksel

arxiv:1506.07924 v2 · 2015-06-25 · math.OC · 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{IZQWXY5X2EA3JX527YVIZZCY2O}

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	2026-05-18T01:15:58.524155Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

46616be3b7d101b4dfbafe2a8ce458d3a31eb6c971d94562b206828822bd9ea3

Aliases

arxiv: 1506.07924 · arxiv_version: 1506.07924v2 · doi: 10.48550/arxiv.1506.07924 · pith_short_12: IZQWXY5X2EA3 · pith_short_16: IZQWXY5X2EA3JX52 · pith_short_8: IZQWXY5X

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/IZQWXY5X2EA3JX527YVIZZCY2O \
  | 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: 46616be3b7d101b4dfbafe2a8ce458d3a31eb6c971d94562b206828822bd9ea3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "21542b1f27494d196e90c471cdfe56adccb28ba932e1e3dcbd9ded6873c1ab3d",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2015-06-25T23:49:01Z",
    "title_canon_sha256": "2c21df81aca6900cf5179b7f11b93a2083ec8d30e7533d8a371557759ec0b38d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.07924",
    "kind": "arxiv",
    "version": 2
  }
}