Pith Number

pith:WWIKMOZM

pith:2025:WWIKMOZM25FCRX5RHYRJURMUOJ

not attested not anchored not stored refs pending

Continuous-time reinforcement learning for optimal switching over multiple regimes

Mengge Li, Xiang Yu, Yijie Huang, Zhou Zhou

arxiv:2512.04697 v3 · 2025-12-04 · math.OC · cs.LG · q-fin.CP

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\usepackage{pith}
\pithnumber{WWIKMOZM25FCRX5RHYRJURMUOJ}

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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

7 papers in Pith

Randomized Optimal Switching Problem and Related Mirror Descent Flow

Deterministic Policy Gradient for Learning Equilibrium in Time-Inconsistent Control Problems

Mean Field Competition of Optimal Switching: The Vanishing Entropy Regularization Approach

Equilibrium under Time-Inconsistency: A New Existence Theory by Vanishing Entropy Regularization

Equilibrium for Time-inconsistent Mean Field Games: A Systematic Analysis by Entropy Regularization

Receipt and verification

First computed	2026-07-31T01:08:54.841852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	unsigned_v0
Schema	pith-number/v1.0

Canonical hash

b590a63b2cd74a28dfb13e229a4594725bd6d6f638438ec7c3de1ba3b98aa3c0

Aliases

arxiv: 2512.04697 · arxiv_version: 2512.04697v3 · doi: 10.48550/arxiv.2512.04697 · pith_short_12: WWIKMOZM25FC · pith_short_16: WWIKMOZM25FCRX5R · pith_short_8: WWIKMOZM

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/WWIKMOZM25FCRX5RHYRJURMUOJ \
  | 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: b590a63b2cd74a28dfb13e229a4594725bd6d6f638438ec7c3de1ba3b98aa3c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91f14b68a9cda9253985ded9dce877478b425d8b09684c4c7692a0e2baa00db3",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.CP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.OC",
    "submitted_at": "2025-12-04T11:48:07Z",
    "title_canon_sha256": "629e83184e871638facfcc3fbcf092f986987c631c7bddce0a7436fea773447a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.04697",
    "kind": "arxiv",
    "version": 3
  }
}