Pith Number

pith:GHUK42AR

pith:2025:GHUK42ARTMTROFTSY2H6PT4WZN

not attested not anchored not stored refs pending

Reinforcement Learning for Game-Theoretic Resource Allocation on Graphs

Lifeng Zhou, Zijian An

arxiv:2505.06319 v1 · 2025-05-08 · cs.LG · cs.GT

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GHUK42ARTMTROFTSY2H6PT4WZN}

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	2026-07-05T11:01:07.350822Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

31e8ae68119b27171672c68fe7cf96cb6409c994415cf1437b93ff5b8a68e845

Aliases

arxiv: 2505.06319 · arxiv_version: 2505.06319v1 · doi: 10.48550/arxiv.2505.06319 · pith_short_12: GHUK42ARTMTR · pith_short_16: GHUK42ARTMTROFTS · pith_short_8: GHUK42AR

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/GHUK42ARTMTROFTSY2H6PT4WZN \
  | 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: 31e8ae68119b27171672c68fe7cf96cb6409c994415cf1437b93ff5b8a68e845

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8c3610cdd1bab1ada5a2633bb4064e57cba67826a62e78b3049f2c4db6b81906",
    "cross_cats_sorted": [
      "cs.GT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-08T21:12:34Z",
    "title_canon_sha256": "012489dc205a0d8dda91db492a986b72afc7170b03be639520d8704251974e3c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.06319",
    "kind": "arxiv",
    "version": 1
  }
}