Pith Number

pith:YQ4BDYZT

pith:2020:YQ4BDYZTO2CEHKIBBCXKQHSLVA

not attested not anchored not stored refs pending

Reinforcement Learning in Deep Structured Teams: Initial Results with Finite and Infinite Valued Features

Amir G. Aghdam, Jalal Arabneydi, Masoud Roudneshin

arxiv:2010.02868 v4 · 2020-10-06 · 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{YQ4BDYZTO2CEHKIBBCXKQHSLVA}

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	2026-07-05T02:13:18.227747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c43811e333768443a90108aea81e4ba816680db01c55c79f04fa9c617099ffc3

Aliases

arxiv: 2010.02868 · arxiv_version: 2010.02868v4 · doi: 10.48550/arxiv.2010.02868 · pith_short_12: YQ4BDYZTO2CE · pith_short_16: YQ4BDYZTO2CEHKIB · pith_short_8: YQ4BDYZT

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/YQ4BDYZTO2CEHKIBBCXKQHSLVA \
  | 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: c43811e333768443a90108aea81e4ba816680db01c55c79f04fa9c617099ffc3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4bef0f5358e1f1d815d56722fbcc54c58951bba49c18fb3490e364e938e3d26",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2020-10-06T16:45:49Z",
    "title_canon_sha256": "d9c91a1580c61019ee6ebcfee040af51182ad9f811e7127266f029ecab5feeb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.02868",
    "kind": "arxiv",
    "version": 4
  }
}