Pith Number

pith:FSYGATB3

pith:2020:FSYGATB3HGNHF3Y4Y44WUY4H5D

not attested not anchored not stored refs pending

SOAC: The Soft Option Actor-Critic Architecture

Chenghao Li, Chongjie Zhang, Jun Yang, Li Xia, Qianchuan Zhao, Xiaoteng Ma

arxiv:2006.14363 v1 · 2020-06-25 · cs.AI · 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{FSYGATB3HGNHF3Y4Y44WUY4H5D}

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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

Robust Instruction Compliance in Cooperative Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:13:31.775602Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2cb0604c3b399a72ef1cc7396a6387e8e139c67aa8f76a8abec50d9512d9d9fe

Aliases

arxiv: 2006.14363 · arxiv_version: 2006.14363v1 · doi: 10.48550/arxiv.2006.14363 · pith_short_12: FSYGATB3HGNH · pith_short_16: FSYGATB3HGNHF3Y4 · pith_short_8: FSYGATB3

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/FSYGATB3HGNHF3Y4Y44WUY4H5D \
  | 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: 2cb0604c3b399a72ef1cc7396a6387e8e139c67aa8f76a8abec50d9512d9d9fe

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4b65df263aca331d5c5add36eb2dba12d6aae102141968cc5c701b70b7fc2efd",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-06-25T13:06:59Z",
    "title_canon_sha256": "9f938a4ab24ee1c5368e12aa3503ac3fab3e665bb28e443a39f681f8148e91a8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.14363",
    "kind": "arxiv",
    "version": 1
  }
}