Pith Number

pith:LMJD7D2S

pith:2025:LMJD7D2SRBOCVAJDC5EBNQQY3J

not attested not anchored not stored refs pending

Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning

Ali Baheri, Chirayu Salgarkar, Zahra Shahrooei

arxiv:2501.10605 v2 · 2025-01-17 · cs.LG · cs.SY · eess.SY · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LMJD7D2SRBOCVAJDC5EBNQQY3J}

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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

Geometry-Aware Dataset Condensation for Diffusion Model Training

Receipt and verification

First computed	2026-07-05T10:26:12.539741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5b123f8f52885c2a8123174816c218da6046a72e38da9867de854587e408ed32

Aliases

arxiv: 2501.10605 · arxiv_version: 2501.10605v2 · doi: 10.48550/arxiv.2501.10605 · pith_short_12: LMJD7D2SRBOC · pith_short_16: LMJD7D2SRBOCVAJD · pith_short_8: LMJD7D2S

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/LMJD7D2SRBOCVAJDC5EBNQQY3J \
  | 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: 5b123f8f52885c2a8123174816c218da6046a72e38da9867de854587e408ed32

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee130795c7d0f41dbb4f60cdf186f4dca788d5990675e6168e14533e49316d1f",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-17T23:37:21Z",
    "title_canon_sha256": "386a001918b308daa44279ddbabb46f0ab516d6f82a528cac8a27a3d17b1f009"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.10605",
    "kind": "arxiv",
    "version": 2
  }
}