Pith Number

pith:4DF32FMY

pith:2016:4DF32FMYX7ROWXSOWCEQUGN7TK

not attested not anchored not stored refs pending

Adaptive Lambda Least-Squares Temporal Difference Learning

Hugo Penedones, Shie Mannor, Timothy A. Mann, Todd Hester

arxiv:1612.09465 v1 · 2016-12-30 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4DF32FMYX7ROWXSOWCEQUGN7TK}

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	2026-05-18T00:53:41.442791Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0cbbd1598bfe2eb5e4eb0890a19bf9ab3c879c47f1ac4b7465080c8788b2715

Aliases

arxiv: 1612.09465 · arxiv_version: 1612.09465v1 · doi: 10.48550/arxiv.1612.09465 · pith_short_12: 4DF32FMYX7RO · pith_short_16: 4DF32FMYX7ROWXSO · pith_short_8: 4DF32FMY

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/4DF32FMYX7ROWXSOWCEQUGN7TK \
  | 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: e0cbbd1598bfe2eb5e4eb0890a19bf9ab3c879c47f1ac4b7465080c8788b2715

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f6a67dff999b338fd6802d7bad14bcd38722f3fcb906d453d74a92d34356e027",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-12-30T11:51:14Z",
    "title_canon_sha256": "ed5c51dd67461e86e104c647ff279f13899ce5af170befa861acd0d1e2a122b8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1612.09465",
    "kind": "arxiv",
    "version": 1
  }
}