Pith Number

pith:DQP2XHTX

pith:2021:DQP2XHTXWFAMMDLYWTA43HSAR5

not attested not anchored not stored refs pending

CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning

Andr\'e Biedenkapp, Bodo Rosenhahn, Carolin Benjamins, Frank Hutter, Frederik Schubert, Marius Lindauer, Theresa Eimer

arxiv:2110.02102 v2 · 2021-10-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DQP2XHTXWFAMMDLYWTA43HSAR5}

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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

Zero-shot Imitation Learning by Latent Topology Mapping

Receipt and verification

First computed	2026-07-05T03:37:46.355589Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1c1fab9e77b140c60d78b4c1cd9e408f4bdf2a24d444709fb31fb393f8ed6b5c

Aliases

arxiv: 2110.02102 · arxiv_version: 2110.02102v2 · doi: 10.48550/arxiv.2110.02102 · pith_short_12: DQP2XHTXWFAM · pith_short_16: DQP2XHTXWFAMMDLY · pith_short_8: DQP2XHTX

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/DQP2XHTXWFAMMDLYWTA43HSAR5 \
  | 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: 1c1fab9e77b140c60d78b4c1cd9e408f4bdf2a24d444709fb31fb393f8ed6b5c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1369f1171e01eeedc8bd937a6bc6165880a6eaa019250d478f642705bb5e50fe",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-10-05T15:04:01Z",
    "title_canon_sha256": "e751ddef6d79427b1e316336c9e67ee2cdd2ab18e0ae550bfb126154e59fc9f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.02102",
    "kind": "arxiv",
    "version": 2
  }
}