Pith Number

pith:NLAZSR56

pith:2013:NLAZSR56YQPG2JYWFTRNPEQGWW

not attested not anchored not stored refs pending

Sample Complexity of Multi-task Reinforcement Learning

Emma Brunskill, Lihong Li

arxiv:1309.6821 v1 · 2013-09-26 · 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{NLAZSR56YQPG2JYWFTRNPEQGWW}

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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

2 papers in Pith

Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling

Provable Multi-Task Reinforcement Learning: A Representation Learning Framework with Low Rank Rewards

Receipt and verification

First computed	2026-05-18T03:12:10.339490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6ac19947bec41e6d27162ce2d79206b5a35ca72fb7e2451e66f827216b5bfad4

Aliases

arxiv: 1309.6821 · arxiv_version: 1309.6821v1 · doi: 10.48550/arxiv.1309.6821 · pith_short_12: NLAZSR56YQPG · pith_short_16: NLAZSR56YQPG2JYW · pith_short_8: NLAZSR56

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/NLAZSR56YQPG2JYWFTRNPEQGWW \
  | 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: 6ac19947bec41e6d27162ce2d79206b5a35ca72fb7e2451e66f827216b5bfad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "06c753377824eaf3492e5189b259c791dda8df10ae1ed52bec30a6f9474ed14b",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-09-26T12:36:00Z",
    "title_canon_sha256": "e753e532f684ec6c98b171510a84b765751282d6cedc05f67b65f4146198ce3f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1309.6821",
    "kind": "arxiv",
    "version": 1
  }
}