Pith Number

pith:MYRJRNDW

pith:2019:MYRJRNDW6QQTNVPSOTVZ2TU2HL

not attested not anchored not stored refs pending

Constrained Reinforcement Learning Has Zero Duality Gap

Alejandro Ribeiro, Luiz F.O. Chamon, Miguel Calvo-Fullana, Santiago Paternain

arxiv:1910.13393 v1 · 2019-10-29 · cs.LG · math.OC · 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{MYRJRNDW6QQTNVPSOTVZ2TU2HL}

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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

No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods

Receipt and verification

First computed	2026-07-05T00:15:44.278908Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

662298b476f42136d5f274eb9d4e9a3afa105f10c2ee23839c98f6c3d6e3a401

Aliases

arxiv: 1910.13393 · arxiv_version: 1910.13393v1 · doi: 10.48550/arxiv.1910.13393 · pith_short_12: MYRJRNDW6QQT · pith_short_16: MYRJRNDW6QQTNVPS · pith_short_8: MYRJRNDW

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/MYRJRNDW6QQTNVPSOTVZ2TU2HL \
  | 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: 662298b476f42136d5f274eb9d4e9a3afa105f10c2ee23839c98f6c3d6e3a401

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38b07975e241e4fd893491d7893b336d49fa3345e591e479411d484d63767450",
    "cross_cats_sorted": [
      "math.OC",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-10-29T16:56:21Z",
    "title_canon_sha256": "654d67cc39cb3eb86c216cf71517eced78bd20e0bdfbc774352f454de878b78d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.13393",
    "kind": "arxiv",
    "version": 1
  }
}