Pith Number

pith:NQZUZGJT

pith:2018:NQZUZGJT2P65MEUNJKJCW5FMZG

not attested not anchored not stored refs pending

Lipschitz Continuity in Model-based Reinforcement Learning

Dipendra Misra, Kavosh Asadi, Michael L. Littman

arxiv:1804.07193 v3 · 2018-04-19 · cs.LG · cs.AI · 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{NQZUZGJT2P65MEUNJKJCW5FMZG}

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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

Training Language Models to Self-Correct via Reinforcement Learning

Receipt and verification

First computed	2026-05-18T00:09:41.539567Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6c334c9933d3fdd6128d4a922b74acc9a40fcde9b0ff6a5f6a245c9dac728e00

Aliases

arxiv: 1804.07193 · arxiv_version: 1804.07193v3 · doi: 10.48550/arxiv.1804.07193 · pith_short_12: NQZUZGJT2P65 · pith_short_16: NQZUZGJT2P65MEUN · pith_short_8: NQZUZGJT

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/NQZUZGJT2P65MEUNJKJCW5FMZG \
  | 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: 6c334c9933d3fdd6128d4a922b74acc9a40fcde9b0ff6a5f6a245c9dac728e00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "538553d36b48bf4fe090c68d4ab59a1a2e4902770294e3041d036e8cdc0542cb",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-04-19T14:29:41Z",
    "title_canon_sha256": "c137511b461d625ed672bf365605f5ee5d9b1c4bcd8de9ccd9393328f10e8065"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.07193",
    "kind": "arxiv",
    "version": 3
  }
}