Pith Number

pith:TDNE3EFG

pith:2018:TDNE3EFGKNIC3ZZBDTUQWVXCKM

not attested not anchored not stored refs pending

Bayesian Policy Optimization for Model Uncertainty

Aditya Mandalika, Brian Hou, Gilwoo Lee, Jeongseok Lee, Sanjiban Choudhury, Siddhartha S. Srinivasa

arxiv:1810.01014 v2 · 2018-10-01 · cs.RO · 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{TDNE3EFGKNIC3ZZBDTUQWVXCKM}

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	2026-05-17T23:46:46.089191Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

98da4d90a653502de7211ce90b56e2532adf5d9a49572c54167b0e8ce84554de

Aliases

arxiv: 1810.01014 · arxiv_version: 1810.01014v2 · doi: 10.48550/arxiv.1810.01014 · pith_short_12: TDNE3EFGKNIC · pith_short_16: TDNE3EFGKNIC3ZZB · pith_short_8: TDNE3EFG

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/TDNE3EFGKNIC3ZZBDTUQWVXCKM \
  | 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: 98da4d90a653502de7211ce90b56e2532adf5d9a49572c54167b0e8ce84554de

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "188a8f91e642b294904afebee2b67ee534ccb33e2099f75fe100c83ec5ac47d1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2018-10-01T23:39:25Z",
    "title_canon_sha256": "8a7823b077ca7428fb14502354011970338828ca7a3c7301ff7edac22a4504e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1810.01014",
    "kind": "arxiv",
    "version": 2
  }
}