Pith Number

pith:2RVPTXLU

pith:2023:2RVPTXLUKWT47BSGLGQHSUQZFJ

not attested not anchored not stored refs pending

Common Challenges of Deep Reinforcement Learning Applications Development: An Empirical Study

Amin Nikanjam, Florian Tambon, Foutse Khomh, Mina Taraghi, Mohammad Mehdi Morovati

arxiv:2310.09575 v3 · 2023-10-14 · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2RVPTXLUKWT47BSGLGQHSUQZFJ}

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	2026-07-05T08:20:24.873257Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d46af9dd7455a7cf864659a07952192a5bb07141e8941e4feb03a5cb3cee8b6a

Aliases

arxiv: 2310.09575 · arxiv_version: 2310.09575v3 · doi: 10.48550/arxiv.2310.09575 · pith_short_12: 2RVPTXLUKWT4 · pith_short_16: 2RVPTXLUKWT47BSG · pith_short_8: 2RVPTXLU

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/2RVPTXLUKWT47BSGLGQHSUQZFJ \
  | 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: d46af9dd7455a7cf864659a07952192a5bb07141e8941e4feb03a5cb3cee8b6a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59eb540a71ad5f0ccbcb87c03e82052feaf08d938f3201fb4d70072819853df5",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2023-10-14T12:57:30Z",
    "title_canon_sha256": "5d78081575947a1b8de6688fa77c32b354f3f41146bb0b4a37b3207cca67c78e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09575",
    "kind": "arxiv",
    "version": 3
  }
}