Pith Number

pith:3ISYWTTK

pith:2024:3ISYWTTKCBLTKFIO36PVMCUP4S

not attested not anchored not stored refs pending

Best-of-Both-Worlds Policy Optimization for CMDPs with Bandit Feedback

Alberto Marchesi, Anna Lunghi, Francesco Emanuele Stradi, Matteo Castiglioni, Nicola Gatti

arxiv:2410.02269 v2 · 2024-10-03 · 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{3ISYWTTKCBLTKFIO36PVMCUP4S}

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.

Cited by

2 papers in Pith

Toward Optimal Regret in Robust Pricing: Decoupling Corruption and Time

Online Resource Allocation With General Constraints

Receipt and verification

First computed	2026-07-05T10:10:44.637080Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

da258b4e6a105735150edf9f560a8fe4bca975fa505ff6e60149ffad323c41c8

Aliases

arxiv: 2410.02269 · arxiv_version: 2410.02269v2 · doi: 10.48550/arxiv.2410.02269 · pith_short_12: 3ISYWTTKCBLT · pith_short_16: 3ISYWTTKCBLTKFIO · pith_short_8: 3ISYWTTK

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/3ISYWTTKCBLTKFIO36PVMCUP4S \
  | 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: da258b4e6a105735150edf9f560a8fe4bca975fa505ff6e60149ffad323c41c8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4435dfb6e04c6b0eaea5d9fc50719c0fb14c4f0f07818c72c2a1de48ac25e774",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-03T07:44:40Z",
    "title_canon_sha256": "93b54b9bec084dbe5fa503c12305995c0d91fdf667b2fb20eace7d6d7c1825c7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.02269",
    "kind": "arxiv",
    "version": 2
  }
}