Pith Number

pith:OAGN6RIF

pith:2025:OAGN6RIFWG373TTDKX74YYM636

not attested not anchored not stored refs pending

FAST-Q: Fast-track Exploration with Adversarially Balanced State Representations for Counterfactual Action Estimation in Offline Reinforcement Learning

Aditya Pareek, Pulkit Agrawal, Rukma Talwadker, Tridib Mukherjee

arxiv:2504.21383 v1 · 2025-04-30 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OAGN6RIFWG373TTDKX74YYM636}

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	2026-07-05T10:56:23.093618Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

700cdf4505b1b7fdce6355ffcc619edfbccf1b0e6efdb7204e5a071071b5c901

Aliases

arxiv: 2504.21383 · arxiv_version: 2504.21383v1 · doi: 10.48550/arxiv.2504.21383 · pith_short_12: OAGN6RIFWG37 · pith_short_16: OAGN6RIFWG373TTD · pith_short_8: OAGN6RIF

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/OAGN6RIFWG373TTDKX74YYM636 \
  | 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: 700cdf4505b1b7fdce6355ffcc619edfbccf1b0e6efdb7204e5a071071b5c901

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fd6e729a1351649a5316c3b6c16dbf28214863ef58e0a237b0344e8ab9a788f5",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-30T07:32:40Z",
    "title_canon_sha256": "2d979a79f2180f910047156484f76c799baa9586f9a36d486e810a154c53c457"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.21383",
    "kind": "arxiv",
    "version": 1
  }
}