Pith Number

pith:ZRFU35NK

pith:2022:ZRFU35NKLQK7QSV3XEY5VWM5AY

not attested not anchored not stored refs pending

L2Explorer: A Lifelong Reinforcement Learning Assessment Environment

Alexander New, Blake Schreurs, Chace Ashcraft, Chigozie S. Ewulum, Eric Q. Nguyen, Erik C. Johnson, Gautam K. Vallabha, Megan M. Baker, Neil M. Fendley

arxiv:2203.07454 v1 · 2022-03-14 · 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{ZRFU35NKLQK7QSV3XEY5VWM5AY}

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

A Survey of Continual Reinforcement Learning

Receipt and verification

First computed	2026-07-05T04:05:18.554995Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc4b4df5aa5c15f84abbb931dad99d060547962c9c831257267a1ade1ee5390b

Aliases

arxiv: 2203.07454 · arxiv_version: 2203.07454v1 · doi: 10.48550/arxiv.2203.07454 · pith_short_12: ZRFU35NKLQK7 · pith_short_16: ZRFU35NKLQK7QSV3 · pith_short_8: ZRFU35NK

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/ZRFU35NKLQK7QSV3XEY5VWM5AY \
  | 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: cc4b4df5aa5c15f84abbb931dad99d060547962c9c831257267a1ade1ee5390b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b5f8513d38ddd5f52e6c5148fde9dac9127b5712d79fe1cf0a60c74c7651003f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-14T19:20:26Z",
    "title_canon_sha256": "42a2152bd0441094c59d1d95ad94528b821d5e9488a35c79c63adb50bbbac7ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07454",
    "kind": "arxiv",
    "version": 1
  }
}