Pith Number

pith:PJ7HTIVY

pith:2026:PJ7HTIVYV2FTRW3JYOVES3BRHO

not attested not anchored not stored refs pending

Online Learning in MDPs with Partially Adversarial Transitions and Losses

Ofir Schlisselberg, Tal Lancewicki, Yishay Mansour

arxiv:2602.09474 v2 · 2026-02-10 · 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{PJ7HTIVYV2FTRW3JYOVES3BRHO}

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	2026-06-02T02:04:51.201416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a7e79a2b8ae8b38db69c3aa496c313bb699bc56bb65bfec8a1d6e0cf8fdd91e

Aliases

arxiv: 2602.09474 · arxiv_version: 2602.09474v2 · doi: 10.48550/arxiv.2602.09474 · pith_short_12: PJ7HTIVYV2FT · pith_short_16: PJ7HTIVYV2FTRW3J · pith_short_8: PJ7HTIVY

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/PJ7HTIVYV2FTRW3JYOVES3BRHO \
  | 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: 7a7e79a2b8ae8b38db69c3aa496c313bb699bc56bb65bfec8a1d6e0cf8fdd91e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02d8e4d32ebd602fb66b1b84c0e72e4d4925e94fd6fd3d4e63da3f2a37369764",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-02-10T07:13:11Z",
    "title_canon_sha256": "448e5f1d90c895d695da52110a7b00f361839efd21d81c472ba2d34401a10467"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2602.09474",
    "kind": "arxiv",
    "version": 2
  }
}