Pith Number

pith:GWIO7DMG

pith:2020:GWIO7DMGPIMSGPBCIVTDHSMREX

not attested not anchored not stored refs pending

Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis

Shaocong Ma, Shaofeng Zou, Yi Zhou

arxiv:2010.13272 v4 · 2020-10-26 · cs.LG · math.OC

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GWIO7DMGPIMSGPBCIVTDHSMREX}

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	2026-07-05T06:12:21.638659Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3590ef8d867a19233c22456633c99125c7e3e33f649362e982c243efd639a999

Aliases

arxiv: 2010.13272 · arxiv_version: 2010.13272v4 · doi: 10.48550/arxiv.2010.13272 · pith_short_12: GWIO7DMGPIMS · pith_short_16: GWIO7DMGPIMSGPBC · pith_short_8: GWIO7DMG

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/GWIO7DMGPIMSGPBCIVTDHSMREX \
  | 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: 3590ef8d867a19233c22456633c99125c7e3e33f649362e982c243efd639a999

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "694aadff59985a93410a11fdc23dc05f84bbe3b128ddf52d4bffd2d102738a73",
    "cross_cats_sorted": [
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-26T01:33:05Z",
    "title_canon_sha256": "e4f8b3a36d69cd923e4f24e12b374e5af548b14e1c291ff4ba171b0f755102b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.13272",
    "kind": "arxiv",
    "version": 4
  }
}