Pith Number

pith:TTEJLBBH

pith:2026:TTEJLBBHVD66CD6PVFEUVA3I4J

not attested not anchored not stored refs pending

Identifying Culprits Through Deep Deterministic Policy Gradient Deep Learning Investigation

Lata B T, Savitha N J

arxiv:2605.14774 v1 · 2026-05-14 · 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{TTEJLBBHVD66CD6PVFEUVA3I4J}

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	2026-05-17T23:38:58.622037Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cc8958427a8fde10fcfa9494a8368e267729834764f68270a37f34cfec4938a

Aliases

arxiv: 2605.14774 · arxiv_version: 2605.14774v1 · doi: 10.48550/arxiv.2605.14774 · pith_short_12: TTEJLBBHVD66 · pith_short_16: TTEJLBBHVD66CD6P · pith_short_8: TTEJLBBH

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/TTEJLBBHVD66CD6PVFEUVA3I4J \
  | 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: 9cc8958427a8fde10fcfa9494a8368e267729834764f68270a37f34cfec4938a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a9880e661a187a774a85b011b2c418b73d6ea7321779869d06130f1f3d49e114",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-05-14T12:39:17Z",
    "title_canon_sha256": "c5298988d03b139d2aaf748d4fb9001ca1c78f8724b39844c6eca4e884f152c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.14774",
    "kind": "arxiv",
    "version": 1
  }
}