Pith Number

pith:NXALNU6E

pith:2024:NXALNU6EY5JF3UNXGQQAP62PEY

not attested not anchored not stored refs pending

Continual Diffuser (CoD): Mastering Continual Offline Reinforcement Learning with Experience Rehearsal

Dacheng Tao, Hechang Chen, Jifeng Hu, Lichao Sun, Li Shen, Sili Huang, Yi Chang, Zhejian Yang

arxiv:2409.02512 v2 · 2024-09-04 · 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{NXALNU6EY5JF3UNXGQQAP62PEY}

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

Continual Task Learning through Adaptive Policy Self-Composition

Receipt and verification

First computed	2026-07-05T10:01:15.891192Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6dc0b6d3c4c7525dd1b7342007fb4f2631f95c83013dde6b56c0d0972bcedb88

Aliases

arxiv: 2409.02512 · arxiv_version: 2409.02512v2 · doi: 10.48550/arxiv.2409.02512 · pith_short_12: NXALNU6EY5JF · pith_short_16: NXALNU6EY5JF3UNX · pith_short_8: NXALNU6E

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/NXALNU6EY5JF3UNXGQQAP62PEY \
  | 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: 6dc0b6d3c4c7525dd1b7342007fb4f2631f95c83013dde6b56c0d0972bcedb88

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "10098a19a58d346afcb42155187fdb32511db2ae2d6b5fbe4d88e5c1e2ef3971",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-04T08:21:47Z",
    "title_canon_sha256": "b78f64c0872f58dc1f5a681b7d54fb39f269de9fdc2ed3d2d524c66a91feb924"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.02512",
    "kind": "arxiv",
    "version": 2
  }
}