Pith Number

pith:3SKMMODO

pith:2020:3SKMMODOWHF3TIWPZGX7Q6S4K2

not attested not anchored not stored refs pending

Randomized Policy Learning for Continuous State and Action MDPs

Hiteshi Sharma, Rahul Jain

arxiv:2006.04331 v2 · 2020-06-08 · 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{3SKMMODOWHF3TIWPZGX7Q6S4K2}

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	2026-07-05T01:51:42.211363Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc94c6386eb1cbb9a2cfc9aff87a5c568a6d3305423a755bca7a69a3500a31b2

Aliases

arxiv: 2006.04331 · arxiv_version: 2006.04331v2 · doi: 10.48550/arxiv.2006.04331 · pith_short_12: 3SKMMODOWHF3 · pith_short_16: 3SKMMODOWHF3TIWP · pith_short_8: 3SKMMODO

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/3SKMMODOWHF3TIWPZGX7Q6S4K2 \
  | 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: dc94c6386eb1cbb9a2cfc9aff87a5c568a6d3305423a755bca7a69a3500a31b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a16845ff323435b228221536a1b284d74ecdea1b87cdc982e7552b5c3bc1194c",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-08T02:49:47Z",
    "title_canon_sha256": "9f13282f757b0d6ba3a7a2a27b73cbfcff1123b61b7b973965ec459b26e79cab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04331",
    "kind": "arxiv",
    "version": 2
  }
}