Pith Number

pith:KW3X635G

pith:2019:KW3X635GVEOAGEFHG2WFQHBKJQ

not attested not anchored not stored refs pending

Memory Bounded Open-Loop Planning in Large POMDPs using Thompson Sampling

Claudia Linnhoff-Popien, Kyrill Schmid, Lenz Belzner, Marie Kiermeier, Markus Friedrich, Thomy Phan

arxiv:1905.04020 v1 · 2019-05-10 · 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{KW3X635GVEOAGEFHG2WFQHBKJQ}

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	2026-05-17T23:46:34.850394Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55b77f6fa6a91c0310a736ac581c2a4c2219f29a91ab83652520ada126583bd5

Aliases

arxiv: 1905.04020 · arxiv_version: 1905.04020v1 · doi: 10.48550/arxiv.1905.04020 · pith_short_12: KW3X635GVEOA · pith_short_16: KW3X635GVEOAGEFH · pith_short_8: KW3X635G

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/KW3X635GVEOAGEFHG2WFQHBKJQ \
  | 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: 55b77f6fa6a91c0310a736ac581c2a4c2219f29a91ab83652520ada126583bd5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1e31d52edc94b74655c65c452e07aafbdb773b1c00519737325e35dcb3ec217c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-05-10T09:06:50Z",
    "title_canon_sha256": "2500a79f72fcdff4535b060a964701b361e6e344eefe23ebf00d5f60d80ea00a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.04020",
    "kind": "arxiv",
    "version": 1
  }
}