Pith Number

pith:53YMOGFO

pith:2024:53YMOGFOFU3NLHJC7KIMABOQQG

not attested not anchored not stored refs pending

Step-size Optimization for Continual Learning

Arsalan Sharifnassab, Khurram Javed, Richard Sutton, Thomas Degris, Yuxin Liu

arxiv:2401.17401 v1 · 2024-01-30 · 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{53YMOGFOFU3NLHJC7KIMABOQQG}

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

4 papers in Pith

Position: Deployed Reinforcement Learning should be Continual

Anytime Training with Schedule-Free Spectral Optimization

Learning to Forget: Continual Learning with Adaptive Weight Decay

Revisiting Adam for Streaming Reinforcement Learning

Receipt and verification

First computed	2026-07-05T07:39:36.246619Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eef0c718ae2d36d59d22fa90c005d08181562ea74fe039e11f6bd94212c1f1c6

Aliases

arxiv: 2401.17401 · arxiv_version: 2401.17401v1 · doi: 10.48550/arxiv.2401.17401 · pith_short_12: 53YMOGFOFU3N · pith_short_16: 53YMOGFOFU3NLHJC · pith_short_8: 53YMOGFO

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/53YMOGFOFU3NLHJC7KIMABOQQG \
  | 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: eef0c718ae2d36d59d22fa90c005d08181562ea74fe039e11f6bd94212c1f1c6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "95503623a9eb887d07b8703cb285402ac2a1e1266c10c2cd75bf940f2bf5329f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-30T19:35:43Z",
    "title_canon_sha256": "9a3112ac4d0ef537471e01a7f0afadb5ebf9d85b6782128f8d1acf62a04871e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.17401",
    "kind": "arxiv",
    "version": 1
  }
}