Pith Number

pith:MHHWMRPI

pith:2020:MHHWMRPIXJ6PAGNXRCHWN2YLLP

not attested not anchored not stored refs pending

Deep reinforcement learning for feedback control in a collective flashing ratchet

Dong-Kyum Kim, Hawoong Jeong

arxiv:2011.10357 v3 · 2020-11-20 · cs.LG · cond-mat.stat-mech

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MHHWMRPIXJ6PAGNXRCHWN2YLLP}

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	2026-07-05T02:31:45.658425Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

61cf6645e8ba7cf019b7888f66eb0b5bdc108f30c1f680a09524d3fb8f4bd98d

Aliases

arxiv: 2011.10357 · arxiv_version: 2011.10357v3 · doi: 10.48550/arxiv.2011.10357 · pith_short_12: MHHWMRPIXJ6P · pith_short_16: MHHWMRPIXJ6PAGNX · pith_short_8: MHHWMRPI

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/MHHWMRPIXJ6PAGNXRCHWN2YLLP \
  | 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: 61cf6645e8ba7cf019b7888f66eb0b5bdc108f30c1f680a09524d3fb8f4bd98d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c5fd3bbf84e26a3799b855df8631c70ea349769539aeabcb6c548d830e40652",
    "cross_cats_sorted": [
      "cond-mat.stat-mech"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-20T11:47:43Z",
    "title_canon_sha256": "2b7658e65db92eb70cf1864fdb65b9d60563f823f922496f22954642f1b09875"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.10357",
    "kind": "arxiv",
    "version": 3
  }
}