Pith Number

pith:MHZQ6KHW

pith:2024:MHZQ6KHWQ3TTBRZCLZLOUWNEDI

not attested not anchored not stored refs pending

Real-Time Recurrent Learning using Trace Units in Reinforcement Learning

Adam White, Esraa Elelimy, Martha White, Michael Bowling

arxiv:2409.01449 v2 · 2024-09-02 · 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{MHZQ6KHWQ3TTBRZCLZLOUWNEDI}

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	2026-07-05T09:28:13.537746Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61f30f28f686e730c7225e56ea59a41a09f8067ebcb5aa3b9f22de47bd4c9783

Aliases

arxiv: 2409.01449 · arxiv_version: 2409.01449v2 · doi: 10.48550/arxiv.2409.01449 · pith_short_12: MHZQ6KHWQ3TT · pith_short_16: MHZQ6KHWQ3TTBRZC · pith_short_8: MHZQ6KHW

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/MHZQ6KHWQ3TTBRZCLZLOUWNEDI \
  | 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: 61f30f28f686e730c7225e56ea59a41a09f8067ebcb5aa3b9f22de47bd4c9783

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "05866d8dfa931949252166754a19ce4d1d8fed652bf99e26f923e80b47f8847f",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-02T20:08:23Z",
    "title_canon_sha256": "ef1fd2119b1418ab21481cf4a91ff10c4a5c4c8a56829c85e89ebe331fae6d4a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.01449",
    "kind": "arxiv",
    "version": 2
  }
}