Pith Number

pith:OJWUHIK2

pith:2024:OJWUHIK2TDRR4I4TLWQDB7UTGI

not attested not anchored not stored refs pending

Recurrent Reinforcement Learning with Memoroids

Amanda Prorok, Chris Lu, Jakob Foerster, Ryan Kortvelesy, Stephan Liwicki, Steven Morad

arxiv:2402.09900 v3 · 2024-02-15 · cs.LG · 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{OJWUHIK2TDRR4I4TLWQDB7UTGI}

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	2026-07-05T09:26:58.161190Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

726d43a15a98e31e23935da030fe933230e1a57aeee22288bf2445ce5a56fd26

Aliases

arxiv: 2402.09900 · arxiv_version: 2402.09900v3 · doi: 10.48550/arxiv.2402.09900 · pith_short_12: OJWUHIK2TDRR · pith_short_16: OJWUHIK2TDRR4I4T · pith_short_8: OJWUHIK2

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/OJWUHIK2TDRR4I4TLWQDB7UTGI \
  | 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: 726d43a15a98e31e23935da030fe933230e1a57aeee22288bf2445ce5a56fd26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8aa918fbc9393f64c857981acc01464ac92f4509bbfe415ed86210f1ed4f554b",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-15T11:56:53Z",
    "title_canon_sha256": "920538f3e44eef0bc5ecb8c925e7a278926ffeb7081b204b7207c960539fed33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.09900",
    "kind": "arxiv",
    "version": 3
  }
}