Pith Number

pith:CYO5WUDZ

pith:2023:CYO5WUDZJZTBJAIWKSBZP32QEW

not attested not anchored not stored refs pending

Safe Posterior Sampling for Constrained MDPs with Bounded Constraint Violation

Krishna C Kalagarla, Pierluigi Nuzzo, Rahul Jain

arxiv:2301.11547 v1 · 2023-01-27 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CYO5WUDZJZTBJAIWKSBZP32QEW}

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	2026-07-05T05:36:23.424153Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

161ddb50794e66148116548397ef5025aad4f0721ffdf1e6e061ac39c563d663

Aliases

arxiv: 2301.11547 · arxiv_version: 2301.11547v1 · doi: 10.48550/arxiv.2301.11547 · pith_short_12: CYO5WUDZJZTB · pith_short_16: CYO5WUDZJZTBJAIW · pith_short_8: CYO5WUDZ

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/CYO5WUDZJZTBJAIWKSBZP32QEW \
  | 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: 161ddb50794e66148116548397ef5025aad4f0721ffdf1e6e061ac39c563d663

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6b7fcd8c91e6d6bca1d8ae86e7a6601cddefe1dd5d9eddd727ab16f0c37b3e9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-27T06:18:25Z",
    "title_canon_sha256": "5d98bb9e295751209dc5953b4d1a3aef689b7c9658cca170eb8b5cd37070ca23"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11547",
    "kind": "arxiv",
    "version": 1
  }
}