Pith Number

pith:RDHGEB4U

pith:2024:RDHGEB4UIVHDHMN7FITQGFQQOC

not attested not anchored not stored refs pending

Global Reinforcement Learning: Beyond Linear and Convex Rewards via Submodular Semi-gradient Methods

Andreas Krause, Manish Prajapat, Riccardo De Santi

arxiv:2407.09905 v1 · 2024-07-13 · 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{RDHGEB4UIVHDHMN7FITQGFQQOC}

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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

1 paper in Pith

Provable Maximum Entropy Manifold Exploration via Diffusion Models

Receipt and verification

First computed	2026-07-05T08:43:36.399908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88ce620794454e33b1bf2a2703161070a0e4ddea9142092a75e158e0f1bef160

Aliases

arxiv: 2407.09905 · arxiv_version: 2407.09905v1 · doi: 10.48550/arxiv.2407.09905 · pith_short_12: RDHGEB4UIVHD · pith_short_16: RDHGEB4UIVHDHMN7 · pith_short_8: RDHGEB4U

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/RDHGEB4UIVHDHMN7FITQGFQQOC \
  | 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: 88ce620794454e33b1bf2a2703161070a0e4ddea9142092a75e158e0f1bef160

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1ba7cd077151a2db58910b669263a1e8c05bf5eb09aa9dcb08021d71b243e78",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-13T14:45:08Z",
    "title_canon_sha256": "67b1f6da1c70a30e10c55b39804052043fe098cb3d46ddbf74366d6f16be637a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.09905",
    "kind": "arxiv",
    "version": 1
  }
}