Pith Number

pith:B4FGTPU3

pith:2025:B4FGTPU3POPM5LZ43DOWNJOTV7

not attested not anchored not stored refs pending

RLBenchNet: The Right Network for the Right Reinforcement Learning Task

Ivan Smirnov, Shangding Gu

arxiv:2505.15040 v1 · 2025-05-21 · 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{B4FGTPU3POPM5LZ43DOWNJOTV7}

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

Reward Structure Shapes the Interaction Between Episodic Exploration and Neural Memory in Reinforcement Learning

Receipt and verification

First computed	2026-07-05T11:06:39.623385Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0f0a69be9b7b9eceaf3cd8dd66a5d3afe3fe1f525b89c79abb1ce777aa637ec9

Aliases

arxiv: 2505.15040 · arxiv_version: 2505.15040v1 · doi: 10.48550/arxiv.2505.15040 · pith_short_12: B4FGTPU3POPM · pith_short_16: B4FGTPU3POPM5LZ4 · pith_short_8: B4FGTPU3

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/B4FGTPU3POPM5LZ43DOWNJOTV7 \
  | 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: 0f0a69be9b7b9eceaf3cd8dd66a5d3afe3fe1f525b89c79abb1ce777aa637ec9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "abe4bd07caf692474163b919f5ece5b2d1a29b7a4941c24a36e488102258be4f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-21T02:49:25Z",
    "title_canon_sha256": "e5310b8e084a7af791a94ad5e8e681fa2984be57c7efc66c79e26caf6ec9a518"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.15040",
    "kind": "arxiv",
    "version": 1
  }
}