Pith Number

pith:GOJOUDPS

pith:2026:GOJOUDPS5KI7LMQODCLMJO3BIG

not attested not anchored not stored refs pending

Decentralized Multi-Player Q-Learning in Episodic Markov Decision Processes with Information Asymmetry

King Bi, Larissa Xu, William Chang

arxiv:2608.12753 v1 · 2026-08-13 · 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{GOJOUDPS5KI7LMQODCLMJO3BIG}

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	2026-08-14T00:47:31.726023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3392ea0df2ea91f5b20e1896c4bb6141bfad1b87d0ce988bb47d797e29659ee3

Aliases

arxiv: 2608.12753 · arxiv_version: 2608.12753v1 · doi: 10.48550/arxiv.2608.12753 · pith_short_12: GOJOUDPS5KI7 · pith_short_16: GOJOUDPS5KI7LMQO · pith_short_8: GOJOUDPS

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/GOJOUDPS5KI7LMQODCLMJO3BIG \
  | 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: 3392ea0df2ea91f5b20e1896c4bb6141bfad1b87d0ce988bb47d797e29659ee3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02b429b2694b3a84700cd730b0895e83d7f6ffa8f024d8f87e5563b08d42c6ae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-08-13T03:06:11Z",
    "title_canon_sha256": "1d534f48bf875467bc9db317c438a3d6693c12fddd36c5a1508a7ac5b6e89ebe"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.12753",
    "kind": "arxiv",
    "version": 1
  }
}