Pith Number

pith:4PNL5WFN

pith:2024:4PNL5WFNJR3JHXC5R2OFWOBEXW

not attested not anchored not stored refs pending

Model Predictive Control and Reinforcement Learning: A Unified Framework Based on Dynamic Programming

Dimitri P. Bertsekas

arxiv:2406.00592 v3 · 2024-06-02 · eess.SY · cs.AI · cs.SY · math.OC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4PNL5WFNJR3JHXC5R2OFWOBEXW}

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

Geometry of Neural Reinforcement Learning in Continuous State and Action Spaces

Receipt and verification

First computed	2026-07-05T08:38:10.170683Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e3dabed8ad4c7693dc5d8e9c5b3824bd86e00dd4242b1b8205225d8d9a1155dd

Aliases

arxiv: 2406.00592 · arxiv_version: 2406.00592v3 · doi: 10.48550/arxiv.2406.00592 · pith_short_12: 4PNL5WFNJR3J · pith_short_16: 4PNL5WFNJR3JHXC5 · pith_short_8: 4PNL5WFN

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/4PNL5WFNJR3JHXC5R2OFWOBEXW \
  | 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: e3dabed8ad4c7693dc5d8e9c5b3824bd86e00dd4242b1b8205225d8d9a1155dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "896bb1c13f9a3dd7fb88363e0feebd6a77bd38912b6767d6a31533166db3c910",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2024-06-02T02:01:03Z",
    "title_canon_sha256": "46731b2392ceadc2ba6087996af6eae09ef0e1d9ea9f500b27cd1e1c9ea3696b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.00592",
    "kind": "arxiv",
    "version": 3
  }
}