Pith. sign in
Pith Number

pith:FO6MWVL3

pith:2025:FO6MWVL3CQLQUVRUTLWRLJQY4E
not attested not anchored not stored refs pending

Reinforcement Learning of Flexible Policies for Symbolic Instructions with Adjustable Mapping Specifications

Ryota Yamashina, Takamitsu Matsubara, Wataru Hatanaka

arxiv:2501.18848 v1 · 2025-01-31 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FO6MWVL3CQLQUVRUTLWRLJQY4E}

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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 2026-07-05T10:07:52.722263Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2bbccb557b14170a56349aed15a618e10748f251dab7f04a3b6c0c76e6c37860

Aliases

arxiv: 2501.18848 · arxiv_version: 2501.18848v1 · doi: 10.48550/arxiv.2501.18848 · pith_short_12: FO6MWVL3CQLQ · pith_short_16: FO6MWVL3CQLQUVRU · pith_short_8: FO6MWVL3
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FO6MWVL3CQLQUVRUTLWRLJQY4E \
  | 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: 2bbccb557b14170a56349aed15a618e10748f251dab7f04a3b6c0c76e6c37860
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "28d97e889f45e7806784087550d2e3195f68cbff2a0bde0aec5b24b809218aaa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2025-01-31T02:02:40Z",
    "title_canon_sha256": "2ba895facc9d5b17fde814c79cec376c0fa3d9a83338072305d5c4f0a98d5bc0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18848",
    "kind": "arxiv",
    "version": 1
  }
}