Pith Number

pith:ZWVAYXXW

pith:2024:ZWVAYXXWQSGFH3OIWIPSD3P52D

not attested not anchored not stored refs pending

Breaking the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning

Adam Wierman, Eric Mazumdar, Jingchu Gai, Laixi Shi, Yuejie Chi

arxiv:2409.20067 v3 · 2024-09-30 · cs.LG · cs.GT · cs.MA · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZWVAYXXWQSGFH3OIWIPSD3P52D}

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

Taming the Curses of Multiagency in Robust Markov Games with Large State Space through Linear Function Approximation

Receipt and verification

First computed	2026-07-05T10:07:44.745082Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdaa0c5ef6848c53edc8b21f21edfdd0c4cbeef9fa887e9798881dde7a7ea1a9

Aliases

arxiv: 2409.20067 · arxiv_version: 2409.20067v3 · doi: 10.48550/arxiv.2409.20067 · pith_short_12: ZWVAYXXWQSGF · pith_short_16: ZWVAYXXWQSGFH3OI · pith_short_8: ZWVAYXXW

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/ZWVAYXXWQSGFH3OIWIPSD3P52D \
  | 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: cdaa0c5ef6848c53edc8b21f21edfdd0c4cbeef9fa887e9798881dde7a7ea1a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eec1af36d9a6ebc314932e812b2ec7a3a6ae5c50b0823c76f2ddcae228df2d1b",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.MA",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-09-30T08:09:41Z",
    "title_canon_sha256": "3aa943f2a07d1cdd199127f7a6dccb0cbe00086a605e446bb4eae247aba5d89c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2409.20067",
    "kind": "arxiv",
    "version": 3
  }
}