Pith Number

pith:M2XMMBAO

pith:2021:M2XMMBAOBXN7TCQ2RPNO26LGZR

not attested not anchored not stored refs pending

Finding the Stochastic Shortest Path with Low Regret: The Adversarial Cost and Unknown Transition Case

Haipeng Luo, Liyu Chen

arxiv:2102.05284 v2 · 2021-02-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{M2XMMBAOBXN7TCQ2RPNO26LGZR}

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	2026-07-05T02:48:59.426337Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66aec6040e0ddbf98a1a8bdaed7966cc57ddd29f726555b9b5360e2a6ca9ddef

Aliases

arxiv: 2102.05284 · arxiv_version: 2102.05284v2 · doi: 10.48550/arxiv.2102.05284 · pith_short_12: M2XMMBAOBXN7 · pith_short_16: M2XMMBAOBXN7TCQ2 · pith_short_8: M2XMMBAO

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/M2XMMBAOBXN7TCQ2RPNO26LGZR \
  | 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: 66aec6040e0ddbf98a1a8bdaed7966cc57ddd29f726555b9b5360e2a6ca9ddef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "03bb0a2914683f17c0580debda4940e04acd1b990dbc0ece036a0c86b5055908",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-10T06:33:04Z",
    "title_canon_sha256": "d7532e80dd66fa9be0463f1471accdd82fae26e99f0bf23e2e7931e1a702badc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.05284",
    "kind": "arxiv",
    "version": 2
  }
}