Pith Number

pith:IJ65JTSC

pith:2023:IJ65JTSC3ELHSNWPU6T2P6H2QC

not attested not anchored not stored refs pending

Uncoupled Learning of Differential Stackelberg Equilibria with Commitments

Frans A. Oliehoek, Herke van Hoof, Mustafa Mert \c{C}elikok, Robert Loftin, Samuel Kaski

arxiv:2302.03438 v2 · 2023-02-07 · cs.LG · cs.AI · 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{IJ65JTSC3ELHSNWPU6T2P6H2QC}

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	2026-07-05T08:31:02.583378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

427dd4ce42d9167936cfa7a7a7f8fa809aa4eb1d4a49151f94b369811458b3d1

Aliases

arxiv: 2302.03438 · arxiv_version: 2302.03438v2 · doi: 10.48550/arxiv.2302.03438 · pith_short_12: IJ65JTSC3ELH · pith_short_16: IJ65JTSC3ELHSNWP · pith_short_8: IJ65JTSC

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/IJ65JTSC3ELHSNWPU6T2P6H2QC \
  | 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: 427dd4ce42d9167936cfa7a7a7f8fa809aa4eb1d4a49151f94b369811458b3d1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94d0e28492dfee5dd65129c05ffa49c47061ce70ee5905a14cb72a96cdbb4b6a",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-02-07T12:46:54Z",
    "title_canon_sha256": "474226f0e23c1c6d4dc0f4bdc52444929dd2dbe9dad9eb6d6ffb0118e884f4b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.03438",
    "kind": "arxiv",
    "version": 2
  }
}