Pith Number

pith:W3AI5JRU

pith:2026:W3AI5JRUIPZ7ZGCQCPMUXPRSRX

not attested not anchored not stored refs pending

An Agency-Transferring Model-Free Policy Enhancement Technique

Anton Bolychev, Georgiy Malaniya, Pavel Osinenko, Sinan Ibrahim

arxiv:2606.09825 v1 · 2026-06-08 · cs.LG · cs.AI · cs.SY · eess.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W3AI5JRUIPZ7ZGCQCPMUXPRSRX}

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	2026-06-09T02:09:12.647788Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b6c08ea63443f3fc985013d94bbe328de6001c611b82b59f47c3ed5d5912f3f1

Aliases

arxiv: 2606.09825 · arxiv_version: 2606.09825v1 · doi: 10.48550/arxiv.2606.09825 · pith_short_12: W3AI5JRUIPZ7 · pith_short_16: W3AI5JRUIPZ7ZGCQ · pith_short_8: W3AI5JRU

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/W3AI5JRUIPZ7ZGCQCPMUXPRSRX \
  | 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: b6c08ea63443f3fc985013d94bbe328de6001c611b82b59f47c3ed5d5912f3f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "526168a29acd39313b0d5c9965471933ef02c4f812e75862e10bdf45f4308f58",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-08T17:59:39Z",
    "title_canon_sha256": "038550cd49c34447cde31261f0ff2169d8f6151c8748849d9d995d7429734b84"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.09825",
    "kind": "arxiv",
    "version": 1
  }
}