Pith Number

pith:IEMYOYVJ

pith:2026:IEMYOYVJTVSX5FQGJIO7EYPV37

not attested not anchored not stored refs pending

Bias-Controlled Primal-Dual Natural Actor-Critic: Optimal Rates for Constrained Multi-Objective Average-Reward RL

Ankur Naskar, Swetha Ganesh, Vaneet Aggarwal

arxiv:2606.25012 v1 · 2026-06-23 · 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{IEMYOYVJTVSX5FQGJIO7EYPV37}

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	2026-06-25T00:18:14.675550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41198762a99d657e96064a1df261f5dff1dd16f5ba8c8357ad6442cec4b2fcf6

Aliases

arxiv: 2606.25012 · arxiv_version: 2606.25012v1 · doi: 10.48550/arxiv.2606.25012 · pith_short_12: IEMYOYVJTVSX · pith_short_16: IEMYOYVJTVSX5FQG · pith_short_8: IEMYOYVJ

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/IEMYOYVJTVSX5FQGJIO7EYPV37 \
  | 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: 41198762a99d657e96064a1df261f5dff1dd16f5ba8c8357ad6442cec4b2fcf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9b980ad3a8ee12a99a8a88e5ad50851d7387975b88ca670d586614c7b4161587",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T17:56:10Z",
    "title_canon_sha256": "631f8b1aa15b34698d5a4a2442b1f8f99d972f80fc0dda5a10fb8fd478334166"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.25012",
    "kind": "arxiv",
    "version": 1
  }
}