Pith Number

pith:DEYQLGJC

pith:2025:DEYQLGJCM3TM3BN6DXB66HARNV

not attested not anchored not stored refs pending

Integrating Reinforcement Learning and AI Agents for Adaptive Robotic Interaction and Assistance in Dementia Care

Bryce Bible, Fenghui Yao, Fengpei Yuan, Hairong Qi, Joseph Riley Taylor, Nehal Hasnaeen, Ran Zhang, Xiaopeng Zhao

arxiv:2501.17206 v1 · 2025-01-28 · cs.AI · cs.RO

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\usepackage{pith}
\pithnumber{DEYQLGJCM3TM3BN6DXB66HARNV}

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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.

Cited by

1 paper in Pith

Beyond Prediction: Reinforcement Learning as the Defining Leap in Healthcare AI

Receipt and verification

First computed	2026-07-05T10:06:49.224241Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

193105992266e6cd85be1dc3ef1c116d7d35b6e5003764bf0d1e2b3f08005a11

Aliases

arxiv: 2501.17206 · arxiv_version: 2501.17206v1 · doi: 10.48550/arxiv.2501.17206 · pith_short_12: DEYQLGJCM3TM · pith_short_16: DEYQLGJCM3TM3BN6 · pith_short_8: DEYQLGJC

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/DEYQLGJCM3TM3BN6DXB66HARNV \
  | 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: 193105992266e6cd85be1dc3ef1c116d7d35b6e5003764bf0d1e2b3f08005a11

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f31ce7483796f326093f0901189148e221f39d0f1c0edf50b9b0e1585a010b3",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2025-01-28T06:38:24Z",
    "title_canon_sha256": "33251a9a99a24bf5d0d84739809b692d167686d4b054d55a3d9ac24a701adf5d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17206",
    "kind": "arxiv",
    "version": 1
  }
}