Pith Number

pith:F5KS5ES7

pith:2016:F5KS5ES7USXNTHBYYY7D3UNMCG

not attested not anchored not stored refs pending

PLATO: Policy Learning using Adaptive Trajectory Optimization

Gregory Kahn, Pieter Abbeel, Sergey Levine, Tianhao Zhang

arxiv:1603.00622 v4 · 2016-03-02 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{F5KS5ES7USXNTHBYYY7D3UNMCG}

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.

Receipt and verification

First computed	2026-05-18T00:50:01.552611Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2f552e925fa4aed99c38c63e3dd1ac11b0d0c51d30bc53c9143194ebf8d4d2a9

Aliases

arxiv: 1603.00622 · arxiv_version: 1603.00622v4 · doi: 10.48550/arxiv.1603.00622 · pith_short_12: F5KS5ES7USXN · pith_short_16: F5KS5ES7USXNTHBY · pith_short_8: F5KS5ES7

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/F5KS5ES7USXNTHBYYY7D3UNMCG \
  | 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: 2f552e925fa4aed99c38c63e3dd1ac11b0d0c51d30bc53c9143194ebf8d4d2a9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8471b3436c11c4392c1512daf5588007dfc64bdec9798fd585b4747cb01906c",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-03-02T08:50:57Z",
    "title_canon_sha256": "929d1c7d3719837b83f7269663e7be4e659d2de166465ddb0ac5db6e387b2185"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1603.00622",
    "kind": "arxiv",
    "version": 4
  }
}