Pith Number

pith:XWHXRFHS

pith:2025:XWHXRFHSH56ISCRCOLA34SMOQP

not attested not anchored not stored refs pending

Inverse Reinforcement Learning using Revealed Preferences and Passive Stochastic Optimization

Vikram Krishnamurthy

arxiv:2507.04396 v1 · 2025-07-06 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XWHXRFHSH56ISCRCOLA34SMOQP}

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	2026-07-05T11:32:47.166349Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bd8f7894f23f7c890a2272c1be498e83e1156e19008143ebad0cd25bafe22c3f

Aliases

arxiv: 2507.04396 · arxiv_version: 2507.04396v1 · doi: 10.48550/arxiv.2507.04396 · pith_short_12: XWHXRFHSH56I · pith_short_16: XWHXRFHSH56ISCRC · pith_short_8: XWHXRFHS

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/XWHXRFHSH56ISCRCOLA34SMOQP \
  | 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: bd8f7894f23f7c890a2272c1be498e83e1156e19008143ebad0cd25bafe22c3f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "298370edb3c2261e38b395d3528c93d15916182f7759ab2ea750cfa16c2e36ea",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-06T13:56:02Z",
    "title_canon_sha256": "b868462939b8cb7a401b7a7ef2caec94f3a2b3fe795a1c677ac88e7e57b4af9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.04396",
    "kind": "arxiv",
    "version": 1
  }
}