Pith Number

pith:5FHTK76A

pith:2025:5FHTK76A65MCSDPKW6HDNXWIAG

not attested not anchored not stored refs pending

A General Framework for Off-Policy Learning with Partially-Observed Reward

Kosuke Kawakami, Masahiro Asami, Rikiya Takehi, Yuta Saito

arxiv:2506.14439 v1 · 2025-06-17 · 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{5FHTK76A65MCSDPKW6HDNXWIAG}

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	2026-07-05T11:22:56.568128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e94f357fc0f758290deab78e36dec801bbc1c84eabe3810b4b6aba6da87fddff

Aliases

arxiv: 2506.14439 · arxiv_version: 2506.14439v1 · doi: 10.48550/arxiv.2506.14439 · pith_short_12: 5FHTK76A65MC · pith_short_16: 5FHTK76A65MCSDPK · pith_short_8: 5FHTK76A

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/5FHTK76A65MCSDPKW6HDNXWIAG \
  | 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: e94f357fc0f758290deab78e36dec801bbc1c84eabe3810b4b6aba6da87fddff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1666f898e031c5cc9bb0dacf030b12dd3fb9925e51b108df8284e2da68fe47d7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-17T11:58:11Z",
    "title_canon_sha256": "ee3b0811269c8ae32e5f41dc307bbb506abd60b189fab3a4c3c937e3f0632b3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.14439",
    "kind": "arxiv",
    "version": 1
  }
}