Pith Number

pith:LCFFQAKS

pith:2024:LCFFQAKSRL4XI7YDLP72D2NZ7D

not attested not anchored not stored refs pending

Unified continuous-time q-learning for mean-field game and mean-field control problems

Fengyi Yuan, Xiang Yu, Xiaoli Wei

arxiv:2407.04521 v2 · 2024-07-05 · math.OC · cs.LG · q-fin.CP

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\usepackage{pith}
\pithnumber{LCFFQAKSRL4XI7YDLP72D2NZ7D}

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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

4 papers in Pith

Robust $Q$-learning for mean-field control under Wasserstein uncertainty in common noise

Policy Gradient for Continuous-Time Mean-Field Control

Continuous-time q-learning for mean-field control with common noise, part-II: q-learning algorithms

Continuous-time q-learning for mean-field control with common noise, part-I: Theoretical foundations

Receipt and verification

First computed	2026-07-05T10:36:26.225774Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

588a5801528af9747f035bffa1e9b9f8c06eb06e4e6bc12b764ccf6c057250a2

Aliases

arxiv: 2407.04521 · arxiv_version: 2407.04521v2 · doi: 10.48550/arxiv.2407.04521 · pith_short_12: LCFFQAKSRL4X · pith_short_16: LCFFQAKSRL4XI7YD · pith_short_8: LCFFQAKS

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/LCFFQAKSRL4XI7YDLP72D2NZ7D \
  | 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: 588a5801528af9747f035bffa1e9b9f8c06eb06e4e6bc12b764ccf6c057250a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59f6dd108cb657a3ef0e0da7f76a2e9944a660af49045866232f9675246032d1",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2024-07-05T14:06:59Z",
    "title_canon_sha256": "1799f05ad60916078d6b384c2ffb58d7ce7a751179f3b1953d3d15fc99ab4f7b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.04521",
    "kind": "arxiv",
    "version": 2
  }
}