Pith Number

pith:RY5IEFHV

pith:2019:RY5IEFHVWGTGMPK77GKJD3XK6B

not attested not anchored not stored refs pending

A Theoretical Connection Between Statistical Physics and Reinforcement Learning

Jad Rahme, Ryan P. Adams

arxiv:1906.10228 v2 · 2019-06-24 · cs.LG · cond-mat.stat-mech · cs.AI · 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{RY5IEFHVWGTGMPK77GKJD3XK6B}

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	2026-07-05T03:18:23.426103Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e3a8214f5b1a6663d5ff99491eeeaf064e2af9674e07a30de28c492a629d145

Aliases

arxiv: 1906.10228 · arxiv_version: 1906.10228v2 · doi: 10.48550/arxiv.1906.10228 · pith_short_12: RY5IEFHVWGTG · pith_short_16: RY5IEFHVWGTGMPK7 · pith_short_8: RY5IEFHV

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/RY5IEFHVWGTGMPK77GKJD3XK6B \
  | 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: 8e3a8214f5b1a6663d5ff99491eeeaf064e2af9674e07a30de28c492a629d145

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0adde001874354c7f8027a2af49584ee426b899b38cc4bfc53fa5ce59ebae873",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-24T20:47:42Z",
    "title_canon_sha256": "9ed46163019924eb3033f578517d156adc17917386a0dd57a670f75dd49c8fbc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.10228",
    "kind": "arxiv",
    "version": 2
  }
}