Pith Number

pith:IPVEHNFD

pith:2020:IPVEHNFDKGIITZTV72HWCKOPT7

not attested not anchored not stored refs pending

Reinforcement Learning via Fenchel-Rockafellar Duality

Bo Dai, Ofir Nachum

arxiv:2001.01866 v2 · 2020-01-07 · cs.LG · 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{IPVEHNFDKGIITZTV72HWCKOPT7}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

TRAM: Test-Time Risk Adaptation with Mixture of Agents

Near-Optimal Policy Identification in Robust Constrained Markov Decision Processes via Epigraph Form

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning

Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems

Receipt and verification

First computed	2026-07-05T00:32:40.799710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

43ea43b4a3519089e675fe8f6129cf9fe4b8362f25128b23af17ccc983e83279

Aliases

arxiv: 2001.01866 · arxiv_version: 2001.01866v2 · doi: 10.48550/arxiv.2001.01866 · pith_short_12: IPVEHNFDKGII · pith_short_16: IPVEHNFDKGIITZTV · pith_short_8: IPVEHNFD

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/IPVEHNFDKGIITZTV72HWCKOPT7 \
  | 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: 43ea43b4a3519089e675fe8f6129cf9fe4b8362f25128b23af17ccc983e83279

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3133818af109e1d37fee6f9f5175f48282c82883fb8ed917fee124a996152dcd",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-07T02:59:59Z",
    "title_canon_sha256": "0c46dba128aca11da70ce113a2d9af875d04cd7d9a2558d7cb76d3e9dd9fb8ab"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.01866",
    "kind": "arxiv",
    "version": 2
  }
}