Pith Number

pith:UF3CFTN3

pith:2023:UF3CFTN3BHRM2QAW3F4BKU3CC6

not attested not anchored not stored refs pending

Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor

Julien Grand-Cl\'ement, Marek Petrik

arxiv:2302.00036 v1 · 2023-01-31 · 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{UF3CFTN3BHRM2QAW3F4BKU3CC6}

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.

Cited by

1 paper in Pith

Model-Free Robust Average-Reward Reinforcement Learning with Sample Complexity Analysis

Receipt and verification

First computed	2026-07-05T08:39:26.334437Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a17622cdbb09e2cd4016d97815536217aba9416127ce436c47a11ca781b199e3

Aliases

arxiv: 2302.00036 · arxiv_version: 2302.00036v1 · doi: 10.48550/arxiv.2302.00036 · pith_short_12: UF3CFTN3BHRM · pith_short_16: UF3CFTN3BHRM2QAW · pith_short_8: UF3CFTN3

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/UF3CFTN3BHRM2QAW3F4BKU3CC6 \
  | 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: a17622cdbb09e2cd4016d97815536217aba9416127ce436c47a11ca781b199e3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "de5039fc2fb07579946301e1cd1f3bf27fa1fa83fe45d1c81d2b1a14b85a1226",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-01-31T19:11:17Z",
    "title_canon_sha256": "10a22d4d3f777699ce2bd855ee1d5a43b9a551215a3a24d1820d9e34d1869388"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.00036",
    "kind": "arxiv",
    "version": 1
  }
}