Pith Number

pith:542UXZLW

pith:2018:542UXZLWD7NSC7Q7VIV4URMFKB

not attested not anchored not stored refs pending

Accuracy-based Curriculum Learning in Deep Reinforcement Learning

Mohamed Chetouani, Olivier Sigaud, Pierre Fournier, Pierre-Yves Oudeyer

arxiv:1806.09614 v2 · 2018-06-25 · 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{542UXZLWD7NSC7Q7VIV4URMFKB}

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	2026-05-18T00:05:13.907029Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ef354be5761fdb217e1faa2bca4585507848aee06a07d8b33d39e3a0a03c5247

Aliases

arxiv: 1806.09614 · arxiv_version: 1806.09614v2 · doi: 10.48550/arxiv.1806.09614 · pith_short_12: 542UXZLWD7NS · pith_short_16: 542UXZLWD7NSC7Q7 · pith_short_8: 542UXZLW

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/542UXZLWD7NSC7Q7VIV4URMFKB \
  | 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: ef354be5761fdb217e1faa2bca4585507848aee06a07d8b33d39e3a0a03c5247

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "352c2c253c263c895254acd8f017a2d4d4879f02f09d9480bed6b600b4461752",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-06-25T12:06:28Z",
    "title_canon_sha256": "6187d59d979fa54e6f91c73669f150ad6cc7820edbd5f809bc4704f1ace8c28a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1806.09614",
    "kind": "arxiv",
    "version": 2
  }
}