Pith Number

pith:KQXNP33G

pith:2024:KQXNP33GE2XU3FEZ3YIWKG3ZXS

not attested not anchored not stored refs pending

On the Curses of Future and History in Future-dependent Value Functions for Off-policy Evaluation

Nan Jiang, Yuheng Zhang

arxiv:2402.14703 v2 · 2024-02-22 · cs.LG · cs.AI · 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{KQXNP33GE2XU3FEZ3YIWKG3ZXS}

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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

Reinforcement Learning with Continuous Actions Under Unmeasured Confounding

Receipt and verification

First computed	2026-07-05T09:15:08.722640Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

542ed7ef6626af4d9499de11651b79bca85334de49de311cad704ea3f7e1fe8d

Aliases

arxiv: 2402.14703 · arxiv_version: 2402.14703v2 · doi: 10.48550/arxiv.2402.14703 · pith_short_12: KQXNP33GE2XU · pith_short_16: KQXNP33GE2XU3FEZ · pith_short_8: KQXNP33G

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/KQXNP33GE2XU3FEZ3YIWKG3ZXS \
  | 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: 542ed7ef6626af4d9499de11651b79bca85334de49de311cad704ea3f7e1fe8d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c3f22dd1aa394cadf4ed99bd1a595f46120f22c9137194ab42ae6c01fb067bd",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-22T17:00:50Z",
    "title_canon_sha256": "0f63a7d66ee0ee5380556017eb62ed7a68939a5b2d036352e90cd5a172b36956"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.14703",
    "kind": "arxiv",
    "version": 2
  }
}