Pith Number

pith:FA3TH2VJ

pith:2020:FA3TH2VJRXDPIWT3V5GLVW22H2

not attested not anchored not stored refs pending

On Using Hamiltonian Monte Carlo Sampling for Reinforcement Learning Problems in High-dimension

Amit Chakraborty, Biswadip Dey, Naomi Ehrich Leonard, Udari Madhushani

arxiv:2011.05927 v3 · 2020-11-11 · cs.LG · cs.SY · eess.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{FA3TH2VJRXDPIWT3V5GLVW22H2}

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	2026-07-05T04:08:56.045130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

283733eaa98dc6f45a7baf4cbadb5a3ea015447eec521f20d17fdf08e59d5932

Aliases

arxiv: 2011.05927 · arxiv_version: 2011.05927v3 · doi: 10.48550/arxiv.2011.05927 · pith_short_12: FA3TH2VJRXDP · pith_short_16: FA3TH2VJRXDPIWT3 · pith_short_8: FA3TH2VJ

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/FA3TH2VJRXDPIWT3V5GLVW22H2 \
  | 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: 283733eaa98dc6f45a7baf4cbadb5a3ea015447eec521f20d17fdf08e59d5932

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c669b70fda69e2e306ae52ec8f2b3fd806ab588600142b90f8544c40454c28f1",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-11T17:35:25Z",
    "title_canon_sha256": "1a35c71e5c6d0be7154c005314e742478d73ba80ed3b3cd8a6273feb18b4c275"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.05927",
    "kind": "arxiv",
    "version": 3
  }
}