Pith Number

pith:UVAXZSYR

pith:2023:UVAXZSYRSH5ZI5WKDAFV2V5OQT

not attested not anchored not stored refs pending

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

Alexander Liniger, Fisher Yu, Luc Van Gool, Nick B\"uhrer, Zhejun Zhang

arxiv:2303.04118 v1 · 2023-03-07 · cs.RO · 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{UVAXZSYRSH5ZI5WKDAFV2V5OQT}

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	2026-07-05T05:49:03.335269Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5417ccb1191fb9476ca180b5d57ae84fa86ea3792adc77fc15e2cb3dc7b1fc2

Aliases

arxiv: 2303.04118 · arxiv_version: 2303.04118v1 · doi: 10.48550/arxiv.2303.04118 · pith_short_12: UVAXZSYRSH5Z · pith_short_16: UVAXZSYRSH5ZI5WK · pith_short_8: UVAXZSYR

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/UVAXZSYRSH5ZI5WKDAFV2V5OQT \
  | 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: a5417ccb1191fb9476ca180b5d57ae84fa86ea3792adc77fc15e2cb3dc7b1fc2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e848826624977118addafb6ef7a354e7ba6f9d41a262d67a361f3b219e80ad63",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2023-03-07T18:29:15Z",
    "title_canon_sha256": "48c2c9db95f854a2a0e55757ff22d2f32aeb59e46ffb2232f3b7de9c82624dc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.04118",
    "kind": "arxiv",
    "version": 1
  }
}