Pith Number

pith:2FQELIDN

pith:2025:2FQELIDNB3TMTRK7FRLFCB6CWD

not attested not anchored not stored refs pending

Gradual Transition from Bellman Optimality Operator to Bellman Operator in Online Reinforcement Learning

Kazuki Ota, Motoki Omura, Takayuki Osa, Tatsuya Harada, Yusuke Mukuta

arxiv:2506.05968 v2 · 2025-06-06 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2FQELIDNB3TMTRK7FRLFCB6CWD}

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	2026-07-05T11:53:04.122898Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d16045a06d0ee6c9c55f2c565107c2b0e16c49f1712e216629656b1358beab10

Aliases

arxiv: 2506.05968 · arxiv_version: 2506.05968v2 · doi: 10.48550/arxiv.2506.05968 · pith_short_12: 2FQELIDNB3TM · pith_short_16: 2FQELIDNB3TMTRK7 · pith_short_8: 2FQELIDN

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/2FQELIDNB3TMTRK7FRLFCB6CWD \
  | 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: d16045a06d0ee6c9c55f2c565107c2b0e16c49f1712e216629656b1358beab10

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6cb937935f7a235fa668619d758f7de597297351a863bc3ef1bcf9a1e3417b01",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-06T10:46:20Z",
    "title_canon_sha256": "e8d254704fee5adc0ec1459fbad12152fa154d468ce8efd6558c1bd23f517d46"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.05968",
    "kind": "arxiv",
    "version": 2
  }
}