Pith Number

pith:DRVETA7T

pith:2022:DRVETA7T4MCPPT7WZ3RHJA4TYL

not attested not anchored not stored refs pending

Learn the Time to Learn: Replay Scheduling in Continual Learning

Cheng Zhang, Hedvig Kjellstr\"om, Marcus Klasson

arxiv:2209.08660 v2 · 2022-09-18 · cs.LG · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DRVETA7T4MCPPT7WZ3RHJA4TYL}

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

Advancements and Challenges in Continual Reinforcement Learning: A Comprehensive Review

Receipt and verification

First computed	2026-07-05T07:14:51.061247Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c6a4983f3e304f7cff6cee2748393c2e2555a1a128c4dcd30f6b0257a92b6a2

Aliases

arxiv: 2209.08660 · arxiv_version: 2209.08660v2 · doi: 10.48550/arxiv.2209.08660 · pith_short_12: DRVETA7T4MCP · pith_short_16: DRVETA7T4MCPPT7W · pith_short_8: DRVETA7T

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/DRVETA7T4MCPPT7WZ3RHJA4TYL \
  | 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: 1c6a4983f3e304f7cff6cee2748393c2e2555a1a128c4dcd30f6b0257a92b6a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "607ced08753777ae57433e38e234117a0ca35b2b1cbb59ace21e6fdc8faac168",
    "cross_cats_sorted": [
      "cs.CV"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-18T21:29:58Z",
    "title_canon_sha256": "7a5c62e9df94fa21803f9cb165188ab7d139debb8b58a88bedcc8b6f6440831a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.08660",
    "kind": "arxiv",
    "version": 2
  }
}