Pith Number

pith:UU7KMHJI

pith:2012:UU7KMHJIAQJTRLAWAXEWB4JR2U

not attested not anchored not stored refs pending

Agnostic System Identification for Model-Based Reinforcement Learning

J. Andrew Bagnell, Stephane Ross

arxiv:1203.1007 v2 · 2012-03-05 · cs.LG · cs.AI · cs.SY · 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{UU7KMHJIAQJTRLAWAXEWB4JR2U}

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

1 paper in Pith

Learning Interactive Real-World Simulators

Receipt and verification

First computed	2026-05-18T03:51:58.204615Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a53ea61d28041338ac1605c960f131d53e470dc6881f9e971342a5e4922bb563

Aliases

arxiv: 1203.1007 · arxiv_version: 1203.1007v2 · doi: 10.48550/arxiv.1203.1007 · pith_short_12: UU7KMHJIAQJT · pith_short_16: UU7KMHJIAQJTRLAW · pith_short_8: UU7KMHJI

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/UU7KMHJIAQJTRLAWAXEWB4JR2U \
  | 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: a53ea61d28041338ac1605c960f131d53e470dc6881f9e971342a5e4922bb563

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d8944d5e7f98ea07ffd88a9c2dfed2c1cd465f106fa9fbec178075a417685dcf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-03-05T18:58:49Z",
    "title_canon_sha256": "fafd229e02e1894a485848119c2c205c6bf6e5efc668f4cb529edf9565631b99"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1203.1007",
    "kind": "arxiv",
    "version": 2
  }
}