Pith Number

pith:FSC52N3Z

pith:2026:FSC52N3ZHRVZZTHXPP7PRCZ2HL

not attested not anchored not stored refs pending

Investigating Action Encodings in Recurrent Neural Networks in Reinforcement Learning

Adam White, Martha White, Matthew Schlegel, Volodymyr Tkachuk

arxiv:2605.16318 v1 · 2026-05-04 · 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{FSC52N3ZHRVZZTHXPP7PRCZ2HL}

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	2026-05-20T00:02:16.712032Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2c85dd37793c6b9cccf77bfef88b3a3afcfa4a376f59adb1299c563c97c19af1

Aliases

arxiv: 2605.16318 · arxiv_version: 2605.16318v1 · doi: 10.48550/arxiv.2605.16318 · pith_short_12: FSC52N3ZHRVZ · pith_short_16: FSC52N3ZHRVZZTHX · pith_short_8: FSC52N3Z

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/FSC52N3ZHRVZZTHXPP7PRCZ2HL \
  | 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: 2c85dd37793c6b9cccf77bfef88b3a3afcfa4a376f59adb1299c563c97c19af1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e34bcf283186585db78c346d881f7b1edce0b84fb9aa030c54aeed339d6be3e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-04T22:18:05Z",
    "title_canon_sha256": "84f566658af9e869be9c6f7be4ba6aea696b54980e0843c7fda03e9e2484ba5c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.16318",
    "kind": "arxiv",
    "version": 1
  }
}