Pith Number

pith:K2QGPOTK

pith:2020:K2QGPOTKZKPUP6MSGQB5QLZ37X

not attested not anchored not stored refs pending

Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization

Arash Afkanpour, Graham W. Taylor, Michal Lisicki

arxiv:2011.06188 v1 · 2020-11-12 · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{K2QGPOTKZKPUP6MSGQB5QLZ37X}

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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

On Distributional Dependent Performance of Classical and Neural Routing Solvers

Receipt and verification

First computed	2026-07-05T01:51:12.796367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

56a067ba6aca9f47f9923403d82f3bfdc0c15df9d7b8331fd66176983fe6b2ca

Aliases

arxiv: 2011.06188 · arxiv_version: 2011.06188v1 · doi: 10.48550/arxiv.2011.06188 · pith_short_12: K2QGPOTKZKPU · pith_short_16: K2QGPOTKZKPUP6MS · pith_short_8: K2QGPOTK

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/K2QGPOTKZKPUP6MSGQB5QLZ37X \
  | 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: 56a067ba6aca9f47f9923403d82f3bfdc0c15df9d7b8331fd66176983fe6b2ca

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7fbb7ea773031d746241459f548b545f46c5f9bd9614829bcdb97ca6fd15e921",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-12T04:21:04Z",
    "title_canon_sha256": "0bfe95acaa7889f6a226a91420f45e21bacf60bac9c0ecc5acee381974316ea1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.06188",
    "kind": "arxiv",
    "version": 1
  }
}