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Pith Number

pith:GZFK36SI

pith:2025:GZFK36SI2CWFMAJHQCGIV3FQAH
not attested not anchored not stored refs pending

Action-Dependent Optimality-Preserving Reward Shaping

Arnav Jhala, David L. Roberts, Grant C. Forbes, Jianxun Wang, Leonardo Villalobos-Arias

arxiv:2505.12611 v1 · 2025-05-19 · cs.LG

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\usepackage{pith}
\pithnumber{GZFK36SI2CWFMAJHQCGIV3FQAH}

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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

Receipt and verification
First computed 2026-07-05T11:05:06.916187Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

364aadfa48d0ac560127808c8aecb001c9b7dfe1f575c5cf33d2f9ceb36635cc

Aliases

arxiv: 2505.12611 · arxiv_version: 2505.12611v1 · doi: 10.48550/arxiv.2505.12611 · pith_short_12: GZFK36SI2CWF · pith_short_16: GZFK36SI2CWFMAJH · pith_short_8: GZFK36SI
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/GZFK36SI2CWFMAJHQCGIV3FQAH \
  | 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: 364aadfa48d0ac560127808c8aecb001c9b7dfe1f575c5cf33d2f9ceb36635cc
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "285ba886833abdd58a1a5dcaaf6cd528803a662203fc06a5c0dab98b421dab76",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-19T01:50:48Z",
    "title_canon_sha256": "58e28f19fdf7931a67cd5607e0f1aeed0210c0c1110c31ee542937f572296215"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.12611",
    "kind": "arxiv",
    "version": 1
  }
}