Pith Number

pith:NK3FHRXT

pith:2018:NK3FHRXT6CKKJ7LWV3BM4QHEQ2

not attested not anchored not stored refs pending

Smoothed Action Value Functions for Learning Gaussian Policies

Dale Schuurmans, George Tucker, Mohammad Norouzi, Ofir Nachum

arxiv:1803.02348 v3 · 2018-03-06 · cs.LG · 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{NK3FHRXT6CKKJ7LWV3BM4QHEQ2}

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	2026-05-18T00:09:52.557688Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ab653c6f3f094a4fd76aec2ce40e486a6512b849abab0f40dc2f9f3367b267f

Aliases

arxiv: 1803.02348 · arxiv_version: 1803.02348v3 · doi: 10.48550/arxiv.1803.02348 · pith_short_12: NK3FHRXT6CKK · pith_short_16: NK3FHRXT6CKKJ7LW · pith_short_8: NK3FHRXT

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/NK3FHRXT6CKKJ7LWV3BM4QHEQ2 \
  | 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: 6ab653c6f3f094a4fd76aec2ce40e486a6512b849abab0f40dc2f9f3367b267f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "983cef737b491c9d231a7309d438f07b99073ea6eb404b98e4c6343c35db405c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-06T04:58:20Z",
    "title_canon_sha256": "0029b13a3dbaea203082c99e58ff30dee472d201f61d2e92085f8302f5ac2d9a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.02348",
    "kind": "arxiv",
    "version": 3
  }
}