Pith Number

pith:A4I7PQJX

pith:2024:A4I7PQJX2VCEWCUBEE5GA4PRGN

not attested not anchored not stored refs pending

Optimal Transport-Assisted Risk-Sensitive Q-Learning

Ali Baheri, Zahra Shahrooei

arxiv:2406.11774 v2 · 2024-06-17 · cs.LG · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{A4I7PQJX2VCEWCUBEE5GA4PRGN}

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

Wasserstein Adaptive Value Estimation for Actor-Critic Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:06:06.295449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0711f7c137d5444b0a81213a6071f1336e8179536c9fb1d6f7184467fab9fccb

Aliases

arxiv: 2406.11774 · arxiv_version: 2406.11774v2 · doi: 10.48550/arxiv.2406.11774 · pith_short_12: A4I7PQJX2VCE · pith_short_16: A4I7PQJX2VCEWCUB · pith_short_8: A4I7PQJX

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/A4I7PQJX2VCEWCUBEE5GA4PRGN \
  | 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: 0711f7c137d5444b0a81213a6071f1336e8179536c9fb1d6f7184467fab9fccb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9f5e9d08afab94047dacf9ea3ed3185519794fc077a6d474fb8d18a1b0fd1cff",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-17T17:32:25Z",
    "title_canon_sha256": "be2d1e5eb1c04cd41fea4557e4ad2a4c011f8beb1998f9d2713eecbd7875b408"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.11774",
    "kind": "arxiv",
    "version": 2
  }
}