Pith Number

pith:BWSIXPTC

pith:2025:BWSIXPTCUWQESIEGFZIORUC3N3

not attested not anchored not stored refs pending

RL as Regressor: A Reinforcement Learning Approach for Function Approximation

Yongchao Huang

arxiv:2508.00174 v1 · 2025-07-31 · 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{BWSIXPTCUWQESIEGFZIORUC3N3}

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	2026-07-05T11:46:50.366648Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0da48bbe62a5a04920862e50e8d05b6eca570e9df6aec7de6887648888de4e86

Aliases

arxiv: 2508.00174 · arxiv_version: 2508.00174v1 · doi: 10.48550/arxiv.2508.00174 · pith_short_12: BWSIXPTCUWQE · pith_short_16: BWSIXPTCUWQESIEG · pith_short_8: BWSIXPTC

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/BWSIXPTCUWQESIEGFZIORUC3N3 \
  | 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: 0da48bbe62a5a04920862e50e8d05b6eca570e9df6aec7de6887648888de4e86

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13009d13a8dfc2dc59b48dc58746c993cb620928f26887a0dcd01b30fa12e766",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-31T21:39:24Z",
    "title_canon_sha256": "4f7ad7676668a19f2d99d28bf46d2477b629f3943bab67f3d61dcdd85e34c106"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.00174",
    "kind": "arxiv",
    "version": 1
  }
}