Pith Number

pith:I5KD3U3H

pith:2024:I5KD3U3HR2BYVWI5ZYWCT5YDHU

not attested not anchored not stored refs pending

Statistical Inference for Policy Evaluation with Temporal Difference Learning

Alessandro Rinaldo, Gen Li, Weichen Wu, Yuting Wei

arxiv:2410.16106 v6 · 2024-10-21 · stat.ML · 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{I5KD3U3HR2BYVWI5ZYWCT5YDHU}

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

4 papers in Pith

Gaussian Approximation and Multiplier Bootstrap for Stochastic Gradient Descent

Gaussian Approximation and Multiplier Bootstrap for Federated Linear Stochastic Approximation

On Gaussian approximation for entropy-regularized Q-learning with function approximation

Gaussian Approximation for Asynchronous Q-learning

Receipt and verification

First computed	2026-06-23T02:13:13.305856Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

47543dd3678e838ad91dce2c29f7033d2cb0b91eb072b5ae50597d29af4221eb

Aliases

arxiv: 2410.16106 · arxiv_version: 2410.16106v6 · doi: 10.48550/arxiv.2410.16106 · pith_short_12: I5KD3U3HR2BY · pith_short_16: I5KD3U3HR2BYVWI5 · pith_short_8: I5KD3U3H

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/I5KD3U3HR2BYVWI5ZYWCT5YDHU \
  | 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: 47543dd3678e838ad91dce2c29f7033d2cb0b91eb072b5ae50597d29af4221eb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a24b7e7430209391d4f3407d6166eee923d338f8975fbaf12ef69a387cff8a82",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-10-21T15:34:44Z",
    "title_canon_sha256": "e30896fa3995d0630d9ea3ea17dfc86d559accdba3855f37727996bb818b6154"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.16106",
    "kind": "arxiv",
    "version": 6
  }
}