Pith Number

pith:YJ6I6UYL

pith:2025:YJ6I6UYLZCH2MWUNPSAXZZDOZ5

not attested not anchored not stored refs pending

Recursive Entropic Risk Optimization in Discounted MDPs: Sample Complexity Bounds with a Generative Model

Mohammad Sadegh Talebi, Oliver Mortensen

arxiv:2506.00286 v3 · 2025-05-30 · cs.LG · cs.AI · math.OC · stat.ML

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

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\usepackage{pith}
\pithnumber{YJ6I6UYLZCH2MWUNPSAXZZDOZ5}

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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

2 papers in Pith

On the Sample Complexity of Discounted Reinforcement Learning with Optimized Certainty Equivalents

Tight Sample Complexity Bounds for Entropic Best Policy Identification

Receipt and verification

First computed	2026-05-20T01:04:54.515290Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c27c8f530bc88fa65a8d7c817ce46ecf45b6c2ab6490c106aa4efe7e603af8b9

Aliases

arxiv: 2506.00286 · arxiv_version: 2506.00286v3 · doi: 10.48550/arxiv.2506.00286 · pith_short_12: YJ6I6UYLZCH2 · pith_short_16: YJ6I6UYLZCH2MWUN · pith_short_8: YJ6I6UYL

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/YJ6I6UYLZCH2MWUNPSAXZZDOZ5 \
  | 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: c27c8f530bc88fa65a8d7c817ce46ecf45b6c2ab6490c106aa4efe7e603af8b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4991c51d5b974b4dc3d8483a86051af27416d7c4fad226c5c3316f99589ca7aa",
    "cross_cats_sorted": [
      "cs.AI",
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-05-30T22:27:57Z",
    "title_canon_sha256": "8c78ee9bba21ddf364436b41d110d1dfa6482010288e88b2ea52dd237f336841"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.00286",
    "kind": "arxiv",
    "version": 3
  }
}