Pith Number

pith:7II5QU43

pith:2024:7II5QU43XDW47CD5ZORDF2YIIX

not attested not anchored not stored refs pending

On Stateful Value Factorization in Multi-Agent Reinforcement Learning

Andrea Baisero, Christopher Amato, Enrico Marchesini, Rupali Bhati

arxiv:2408.15381 v2 · 2024-08-27 · 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{7II5QU43XDW47CD5ZORDF2YIIX}

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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

Fixing Incomplete Value Function Decomposition for Multi-Agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:04:58.241808Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

fa11d8539bb8edcf887dcba232eb0845dd54116025fa1abc098a96f36431a854

Aliases

arxiv: 2408.15381 · arxiv_version: 2408.15381v2 · doi: 10.48550/arxiv.2408.15381 · pith_short_12: 7II5QU43XDW4 · pith_short_16: 7II5QU43XDW47CD5 · pith_short_8: 7II5QU43

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/7II5QU43XDW47CD5ZORDF2YIIX \
  | 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: fa11d8539bb8edcf887dcba232eb0845dd54116025fa1abc098a96f36431a854

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c99a36039f067bcda67fe8cf739bc78b99a4609a09bc752bc7147ed2c0283e06",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2024-08-27T19:45:26Z",
    "title_canon_sha256": "5c4aef85b2c674eb5937a83b9ec8436dbb7d2f98f524eedb806720dd9aad6ddd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.15381",
    "kind": "arxiv",
    "version": 2
  }
}