Pith Number

pith:7IDH2FVN

pith:2020:7IDH2FVNFZ7JUDJSNV2MVLI2IN

not attested not anchored not stored refs pending

Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization

Daniel Golovin, Qiuyi Zhang

arxiv:2006.04655 v2 · 2020-06-08 · cs.LG · math.OC · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{7IDH2FVNFZ7JUDJSNV2MVLI2IN}

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.

Cited by

1 paper in Pith

Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Multi-Objective Weighted-Chebyshev Actor-Critic Approach

Receipt and verification

First computed	2026-07-05T01:09:08.132150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa067d16ad2e7e9a0d326d74caad1a436e21258d35d60b6b261db7693af6ed61

Aliases

arxiv: 2006.04655 · arxiv_version: 2006.04655v2 · doi: 10.48550/arxiv.2006.04655 · pith_short_12: 7IDH2FVNFZ7J · pith_short_16: 7IDH2FVNFZ7JUDJS · pith_short_8: 7IDH2FVN

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/7IDH2FVNFZ7JUDJSNV2MVLI2IN \
  | 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: fa067d16ad2e7e9a0d326d74caad1a436e21258d35d60b6b261db7693af6ed61

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f21736e9a4ee3da24eb99114e1d9f5512e8c150cf00944213424574934f350b3",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T15:00:30Z",
    "title_canon_sha256": "827b6960cb24d5208cf49bf5967e3b75a20c058e88e92c6c9ac5b765d5fa2a34"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04655",
    "kind": "arxiv",
    "version": 2
  }
}