Pith Number

pith:53T3DDC7

pith:2021:53T3DDC7RPAIURQFLWVW2VWCNU

not attested not anchored not stored refs pending

Adaptive Incentive Design with Multi-Agent Meta-Gradient Reinforcement Learning

Ethan Wang, Hongyuan Zha, Jiachen Yang, Rakshit Trivedi, Tuo Zhao

arxiv:2112.10859 v1 · 2021-12-20 · 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{53T3DDC7RPAIURQFLWVW2VWCNU}

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.

Cited by

1 paper in Pith

PIMbot: A Self-Adaptive Attack Framework for Adversarial Manipulation of Multi-Robot Reinforcement Learning

Receipt and verification

First computed	2026-07-05T03:42:27.036949Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

eee7b18c5f8bc08a46055dab6d56c26d2827de955bf17171b5abe4ea3dc5daf1

Aliases

arxiv: 2112.10859 · arxiv_version: 2112.10859v1 · doi: 10.48550/arxiv.2112.10859 · pith_short_12: 53T3DDC7RPAI · pith_short_16: 53T3DDC7RPAIURQF · pith_short_8: 53T3DDC7

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/53T3DDC7RPAIURQFLWVW2VWCNU \
  | 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: eee7b18c5f8bc08a46055dab6d56c26d2827de955bf17171b5abe4ea3dc5daf1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "516eb65406c7e6aae668e8dc6921c228229128ffdfe17d03d52e70e4e54ead10",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.MA",
    "submitted_at": "2021-12-20T21:07:44Z",
    "title_canon_sha256": "537798c2da9a1abd0a08e41eb14de268057c4e3f7f39e9cb253b8235678a38c2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.10859",
    "kind": "arxiv",
    "version": 1
  }
}