Pith Number

pith:MLWTPH2D

pith:2023:MLWTPH2DC6Z2KRBWLXIGSZ7NJV

not attested not anchored not stored refs pending

Automatic Curriculum Learning with Gradient Reward Signals

Junsang Yoon, Ryan Campbell

arxiv:2312.13565 v1 · 2023-12-21 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MLWTPH2DC6Z2KRBWLXIGSZ7NJV}

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

GACL: Grounded Adaptive Curriculum Learning with Active Task and Performance Monitoring

Receipt and verification

First computed	2026-07-05T07:26:46.611748Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62ed379f4317b3a544365dd06967ed4d53500fe6b68cc4a8bc7c767453cd7c11

Aliases

arxiv: 2312.13565 · arxiv_version: 2312.13565v1 · doi: 10.48550/arxiv.2312.13565 · pith_short_12: MLWTPH2DC6Z2 · pith_short_16: MLWTPH2DC6Z2KRBW · pith_short_8: MLWTPH2D

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/MLWTPH2DC6Z2KRBWLXIGSZ7NJV \
  | 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: 62ed379f4317b3a544365dd06967ed4d53500fe6b68cc4a8bc7c767453cd7c11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b404d95d3b31691646be5efc37aeb95859ef343aec80e1140ec461593f1ae225",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-21T04:19:43Z",
    "title_canon_sha256": "4116ff160041c6027f91c352bea2c96bf4f0f30703be13cfbb6b9bf4d981220e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.13565",
    "kind": "arxiv",
    "version": 1
  }
}