Pith Number

pith:XJ6LAPGR

pith:2020:XJ6LAPGRUYQH5NTVVLOSXUTFML

not attested not anchored not stored refs pending

Complementary Meta-Reinforcement Learning for Fault-Adaptive Control

Gautam Biswas, Ibrahim Ahmed, Marcos Quinones-Grueiro

arxiv:2009.12634 v1 · 2020-09-26 · cs.LG · cs.SY · eess.SY · 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{XJ6LAPGRUYQH5NTVVLOSXUTFML}

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

A Study of the Efficacy of Generative Flow Networks for Robotics and Machine Fault-Adaptation

Receipt and verification

First computed	2026-07-05T01:58:42.762564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba7cb03cd1a6207eb675aadd2bd26562ea054c64b72892328339e6eed6cb7952

Aliases

arxiv: 2009.12634 · arxiv_version: 2009.12634v1 · doi: 10.48550/arxiv.2009.12634 · pith_short_12: XJ6LAPGRUYQH · pith_short_16: XJ6LAPGRUYQH5NTV · pith_short_8: XJ6LAPGR

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/XJ6LAPGRUYQH5NTVVLOSXUTFML \
  | 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: ba7cb03cd1a6207eb675aadd2bd26562ea054c64b72892328339e6eed6cb7952

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c51ecb4fa4dd1b3a1475efcb19f212b69095f786145d2b50252b6de14b520573",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-26T16:30:53Z",
    "title_canon_sha256": "3e40c2f0058482a85cd99e02f2fd5e53f89ab9b5ab9b7ea3f81bbe76bd9babcc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.12634",
    "kind": "arxiv",
    "version": 1
  }
}