pith. sign in
Pith Number

pith:76HPUZ76

pith:2021:76HPUZ76CZALKQP4KS64MUOZSI
not attested not anchored not stored refs pending

Safe RAN control: A Symbolic Reinforcement Learning Approach

Alexandros Nikou, Aneta Vulgarakis Feljan, Anusha Mujumdar, Marin Orlic, Vaishnavi Sundararajan

arxiv:2106.01977 v2 · 2021-06-03 · cs.AI

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{76HPUZ76CZALKQP4KS64MUOZSI}

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 2026-07-05T04:17:14.828336Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ff8efa67fe1640b541fc54bdc651d99213d2de0a6764d7c8a00aaeafbf8c7156

Aliases

arxiv: 2106.01977 · arxiv_version: 2106.01977v2 · doi: 10.48550/arxiv.2106.01977 · pith_short_12: 76HPUZ76CZAL · pith_short_16: 76HPUZ76CZALKQP4 · pith_short_8: 76HPUZ76
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/76HPUZ76CZALKQP4KS64MUOZSI \
  | 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: ff8efa67fe1640b541fc54bdc651d99213d2de0a6764d7c8a00aaeafbf8c7156
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "10d8042b3a978303718cd892323099bd5c79ff9f912283487ee78abcde63228c",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2021-06-03T16:45:40Z",
    "title_canon_sha256": "d9a6e35f124933f670f5c8d240af71bedf2dad2fe96dd753731bff9f66ac8303"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.01977",
    "kind": "arxiv",
    "version": 2
  }
}