Pith Number

pith:BAA3HTRB

pith:2023:BAA3HTRBPDZITKHT4ILSKEU7SX

not attested not anchored not stored refs pending

Single-Trajectory Distributionally Robust Reinforcement Learning

Jiheng Zhang, Jose Blanchet, Xiaoteng Ma, Zhengyuan Zhou, Zhipeng Liang

arxiv:2301.11721 v2 · 2023-01-27 · stat.ML · cs.AI · 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{BAA3HTRBPDZITKHT4ILSKEU7SX}

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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

Central Limit Theorem for Two-Time-Scale Approximate Distributionally Robust RL

Receipt and verification

First computed	2026-07-05T09:09:50.470454Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0801b3ce2178f289a8f3e21725129f95c065700bdbbe20b030706a43aa96be65

Aliases

arxiv: 2301.11721 · arxiv_version: 2301.11721v2 · doi: 10.48550/arxiv.2301.11721 · pith_short_12: BAA3HTRBPDZI · pith_short_16: BAA3HTRBPDZITKHT · pith_short_8: BAA3HTRB

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/BAA3HTRBPDZITKHT4ILSKEU7SX \
  | 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: 0801b3ce2178f289a8f3e21725129f95c065700bdbbe20b030706a43aa96be65

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "73afefa980662420aba2cab2733d7fe9677f08210c7a9a6ac6edb2a6ed321d02",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-01-27T14:08:09Z",
    "title_canon_sha256": "005d0fe023f7cd315afbe9586cb40208b8e5760f335e08bc8b9e154bdfd983df"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2301.11721",
    "kind": "arxiv",
    "version": 2
  }
}