Pith Number

pith:AQJ25OP3

pith:2018:AQJ25OP3VGPKMPW5224DY2Q3WW

not attested not anchored not stored refs pending

A Sliding-Window Algorithm for Markov Decision Processes with Arbitrarily Changing Rewards and Transitions

Peter Auer, Pratik Gajane, Ronald Ortner

arxiv:1805.10066 v1 · 2018-05-25 · cs.LG · 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{AQJ25OP3VGPKMPW5224DY2Q3WW}

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	2026-05-18T00:14:58.367033Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0413aeb9fba99ea63eddd6b83c6a1bb5ac42a1d2fece02ca1eaa721b14dfa8ed

Aliases

arxiv: 1805.10066 · arxiv_version: 1805.10066v1 · doi: 10.48550/arxiv.1805.10066 · pith_short_12: AQJ25OP3VGPK · pith_short_16: AQJ25OP3VGPKMPW5 · pith_short_8: AQJ25OP3

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/AQJ25OP3VGPKMPW5224DY2Q3WW \
  | 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: 0413aeb9fba99ea63eddd6b83c6a1bb5ac42a1d2fece02ca1eaa721b14dfa8ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "196ebf0f2a1bd34a06399ae9e9c3781ebd70f86fe871a76859a16288a052032c",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-25T10:14:20Z",
    "title_canon_sha256": "51b6670f8eee2e86be2792665078e6352e08d711f12884f9973b2a4378b35e7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.10066",
    "kind": "arxiv",
    "version": 1
  }
}