Pith Number

pith:FGHCIO2P

pith:2026:FGHCIO2PDRGGEEXHMUPABNPGJ6

not attested not anchored not stored refs pending

Deterministic Pareto-Optimal Policy Synthesis for Multi-Objective Reinforcement Learning

Aniruddha Joshi, Niklas Lauffer, Sanjit Seshia

arxiv:2606.26397 v1 · 2026-06-24 · 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{FGHCIO2PDRGGEEXHMUPABNPGJ6}

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	2026-06-26T00:15:39.848391Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

298e243b4f1c4c6212e7651e00b5e64fbca93cbe5a5525327f0b76ad4f8c80a4

Aliases

arxiv: 2606.26397 · arxiv_version: 2606.26397v1 · doi: 10.48550/arxiv.2606.26397 · pith_short_12: FGHCIO2PDRGG · pith_short_16: FGHCIO2PDRGGEEXH · pith_short_8: FGHCIO2P

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/FGHCIO2PDRGGEEXHMUPABNPGJ6 \
  | 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: 298e243b4f1c4c6212e7651e00b5e64fbca93cbe5a5525327f0b76ad4f8c80a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bbf3b9aa23bd5cb4b11c2471b3f043750cc26798c5d6e78fb23a0d59685e4c1b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-24T21:28:49Z",
    "title_canon_sha256": "2d941c77873239900ef3953323e554b11ddcf75153d30d9ac321812ae2800e91"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.26397",
    "kind": "arxiv",
    "version": 1
  }
}