Pith Number

pith:4BK4BMCX

pith:2022:4BK4BMCXOWGK4LY4G2XCACZ2UY

not attested not anchored not stored refs pending

Model-Based Reinforcement Learning with SINDy

Bruno Castro da Silva, Eliot Moss, Rushiv Arora

arxiv:2208.14501 v1 · 2022-08-30 · cs.LG · cs.AI · cs.RO · cs.SY · eess.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4BK4BMCXOWGK4LY4G2XCACZ2UY}

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 from Less: SINDy Surrogates in RL

Receipt and verification

First computed	2026-07-05T04:53:30.602627Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e055c0b057758cae2f1c36ae200b3aa63e36303ba8dca4e1e0c53de54a3c3084

Aliases

arxiv: 2208.14501 · arxiv_version: 2208.14501v1 · doi: 10.48550/arxiv.2208.14501 · pith_short_12: 4BK4BMCXOWGK · pith_short_16: 4BK4BMCXOWGK4LY4 · pith_short_8: 4BK4BMCX

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/4BK4BMCXOWGK4LY4G2XCACZ2UY \
  | 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: e055c0b057758cae2f1c36ae200b3aa63e36303ba8dca4e1e0c53de54a3c3084

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7f6bc865d7bff502d982dd7407f04227f18fec1880fe88d43e0faabde948737f",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-08-30T19:03:48Z",
    "title_canon_sha256": "1258bbbb4518fc39510de2f6eeb695005454afbae501fcd9ad0d4e36254fade0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.14501",
    "kind": "arxiv",
    "version": 1
  }
}