Pith Number

pith:GOA2RQ44

pith:2026:GOA2RQ44FX6R322K2RQ4PZSPMT

not attested not anchored not stored refs pending

Strategy-Following Multi-Agent Deep Reinforcement Learning Considering Control Strategies Provided to Other Agents

Gentoku Nakasone, Toshiharu Sugawara, Yamato Takahagi, Yoshinari Motokawa

arxiv:2607.18719 v1 · 2026-07-21 · cs.MA · 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{GOA2RQ44FX6R322K2RQ4PZSPMT}

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	2026-07-22T01:23:08.290096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3381a8c39c2dfd1deb4ad461c7e64f64cb8e4179bcd57c968190f671d93bb87f

Aliases

arxiv: 2607.18719 · arxiv_version: 2607.18719v1 · doi: 10.48550/arxiv.2607.18719 · pith_short_12: GOA2RQ44FX6R · pith_short_16: GOA2RQ44FX6R322K · pith_short_8: GOA2RQ44

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/GOA2RQ44FX6R322K2RQ4PZSPMT \
  | 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: 3381a8c39c2dfd1deb4ad461c7e64f64cb8e4179bcd57c968190f671d93bb87f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "600d677401cc3cefc8cee40f70a93b2f0504fe1cec4bf91e95bcdf284dad7b1c",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2026-07-21T05:19:49Z",
    "title_canon_sha256": "b7ffcc272057e2c7986162dee852f39e63531495f5e2d5766aee843b26f8d05d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.18719",
    "kind": "arxiv",
    "version": 1
  }
}