Pith Number

pith:OWJSG3PC

pith:2021:OWJSG3PCTLTXFLMZRHSV4KKOSV

not attested not anchored not stored refs pending

DCUR: Data Curriculum for Teaching via Samples with Reinforcement Learning

Abhinav Gopal, Daniel Seita, John Canny, Zhao Mandi

arxiv:2109.07380 v1 · 2021-09-15 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OWJSG3PCTLTXFLMZRHSV4KKOSV}

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

1 paper in Pith

Sample-efficient Transfer Reinforcement Learning via Adaptive Reward Shaping and Policy-Ratio Reweighting Strategy

Receipt and verification

First computed	2026-07-05T03:14:48.506378Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7593236de29ae772ad9989e55e294e9579850bfe7e40bf630f691c4d756544d6

Aliases

arxiv: 2109.07380 · arxiv_version: 2109.07380v1 · doi: 10.48550/arxiv.2109.07380 · pith_short_12: OWJSG3PCTLTX · pith_short_16: OWJSG3PCTLTXFLMZ · pith_short_8: OWJSG3PC

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/OWJSG3PCTLTXFLMZRHSV4KKOSV \
  | 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: 7593236de29ae772ad9989e55e294e9579850bfe7e40bf630f691c4d756544d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "53e4355784060dc518df9da0a4a6161b509d3e085dc8a7e1e5e10afe937f5edc",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-09-15T15:39:46Z",
    "title_canon_sha256": "235ec71ad22b24981739860bc770fb4d6ca792110e09b7a1852bb16c7a4dbb94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07380",
    "kind": "arxiv",
    "version": 1
  }
}