Pith Number

pith:CEQ5VLIU

pith:2025:CEQ5VLIUKUUFI4ONHIPYUHE4KQ

not attested not anchored not stored refs pending

Independent Learning in Performative Markov Potential Games

Debmalya Mandal, Goran Radanovi\'c, Paulius Sasnauskas, Rilind Sahitaj, Yi\u{g}it Yal{\i}n

arxiv:2504.20593 v1 · 2025-04-29 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CEQ5VLIUKUUFI4ONHIPYUHE4KQ}

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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

Decentralized Diffusion Policy Learning for Enhanced Exploration in Cooperative Multi-agent Reinforcement Learning

Receipt and verification

First computed	2026-07-05T10:55:45.250657Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1121daad1455285471cd3a1f8a1c9c5438d05f5d3b7bf911f497e89d6e1033cb

Aliases

arxiv: 2504.20593 · arxiv_version: 2504.20593v1 · doi: 10.48550/arxiv.2504.20593 · pith_short_12: CEQ5VLIUKUUF · pith_short_16: CEQ5VLIUKUUFI4ON · pith_short_8: CEQ5VLIU

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/CEQ5VLIUKUUFI4ONHIPYUHE4KQ \
  | 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: 1121daad1455285471cd3a1f8a1c9c5438d05f5d3b7bf911f497e89d6e1033cb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "444cc94a790fd8a749baa28f1fbb3f2ad82067d11a4ec6cb1a6ea3296ce8806e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-04-29T09:46:16Z",
    "title_canon_sha256": "5dd334f2bab02a58b89cdd1e40c2ddf37217fa2f47c34fffd1a129ff373baf17"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.20593",
    "kind": "arxiv",
    "version": 1
  }
}