Pith Number

pith:RIU5TYAJ

pith:2022:RIU5TYAJ2KWIIYXJCM6KVYDM2L

not attested not anchored not stored refs pending

No-Regret Learning in Dynamic Stackelberg Games

Abolfazl Hashemi, Mahsa Ghasemi, Niklas Lauffer, Ufuk Topcu, Yagiz Savas

arxiv:2202.04786 v1 · 2022-02-10 · 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{RIU5TYAJ2KWIIYXJCM6KVYDM2L}

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	2026-07-05T03:55:54.083451Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8a29d9e009d2ac8462e9133caae06cd2dc1fa813bea62f5dac73b252834a145f

Aliases

arxiv: 2202.04786 · arxiv_version: 2202.04786v1 · doi: 10.48550/arxiv.2202.04786 · pith_short_12: RIU5TYAJ2KWI · pith_short_16: RIU5TYAJ2KWIIYXJ · pith_short_8: RIU5TYAJ

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/RIU5TYAJ2KWIIYXJCM6KVYDM2L \
  | 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: 8a29d9e009d2ac8462e9133caae06cd2dc1fa813bea62f5dac73b252834a145f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ab02c0db36d5c761192c9d5c73ddf256247be166efdb32a0943d7f5abca759c5",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.GT",
    "submitted_at": "2022-02-10T01:07:57Z",
    "title_canon_sha256": "87490a0cf1947304d6e169648b159bc576ab97fdcc00ed0d7d67f4bf06f58134"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.04786",
    "kind": "arxiv",
    "version": 1
  }
}