Pith Number

pith:AAF5ARX7

pith:2022:AAF5ARX7G64WZ5T3BMGOPKEPOK

not attested not anchored not stored refs pending

Dynamics-Adaptive Continual Reinforcement Learning via Progressive Contextualization

Bin Liang, Bo Yuan, Deheng Ye, Qiang Fu, Tiantian Zhang, Wei Yang, Xiu Li, Xueqian Wang, Yuxing Wang, Zichuan Lin

arxiv:2209.00347 v2 · 2022-09-01 · 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{AAF5ARX7G64WZ5T3BMGOPKEPOK}

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.

Receipt and verification

First computed	2026-07-05T06:13:16.329279Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

000bd046ff37b96cf67b0b0ce7a88f72a20159a5b43afd36551df8687528da43

Aliases

arxiv: 2209.00347 · arxiv_version: 2209.00347v2 · doi: 10.48550/arxiv.2209.00347 · pith_short_12: AAF5ARX7G64W · pith_short_16: AAF5ARX7G64WZ5T3 · pith_short_8: AAF5ARX7

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/AAF5ARX7G64WZ5T3BMGOPKEPOK \
  | 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: 000bd046ff37b96cf67b0b0ce7a88f72a20159a5b43afd36551df8687528da43

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "379e300f5e38ae1225771648686b983c260dbb6249e45c96bb0fa47356149a01",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-09-01T10:26:58Z",
    "title_canon_sha256": "bc9cb579349278005baf425f0287e1d094685852a9d6fc461503e32a10c7226f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.00347",
    "kind": "arxiv",
    "version": 2
  }
}