Pith Number

pith:VKBP3EXK

pith:2026:VKBP3EXKV3FEZ3IUOJPQVAPFYL

not attested not anchored not stored refs pending

A Self-Evolving Default Action for Cooperative Tasks with Continuous Action Space

Shuangyao Huang

arxiv:2607.18597 v1 · 2026-07-21 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VKBP3EXKV3FEZ3IUOJPQVAPFYL}

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	2026-07-22T00:22:55.987465Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

aa82fd92eaaeca4ced14725f0a81e5c2ed218c4f2cc83e318614b26030763899

Aliases

arxiv: 2607.18597 · arxiv_version: 2607.18597v1 · doi: 10.48550/arxiv.2607.18597 · pith_short_12: VKBP3EXKV3FE · pith_short_16: VKBP3EXKV3FEZ3IU · pith_short_8: VKBP3EXK

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/VKBP3EXKV3FEZ3IUOJPQVAPFYL \
  | 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: aa82fd92eaaeca4ced14725f0a81e5c2ed218c4f2cc83e318614b26030763899

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aef1f93dd9fba4ed6801bd52ab0e1e24f4c32dcce940aaca9d86dea66187fe62",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T00:17:55Z",
    "title_canon_sha256": "c0a98b2e452d0be2386d4036e81071b69c03ed1c77ea252215e2ac7a7a4418cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18597",
    "kind": "arxiv",
    "version": 1
  }
}