Pith Number

pith:T2YPX5VO

pith:2024:T2YPX5VO3JT5MUVBN7DAK5RSYN

not attested not anchored not stored refs pending

Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments

Hatice Gunes, Nikhil Churamani, Saksham Checker

arxiv:2403.07586 v1 · 2024-03-12 · cs.LG · cs.AI · cs.CY · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{T2YPX5VO3JT5MUVBN7DAK5RSYN}

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

Mind the Context: Continual Learning of Socially Appropriate Robot Actions via Environmental-Social Disentanglement

Receipt and verification

First computed	2026-07-05T07:55:05.624477Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9eb0fbf6aeda67d652a16fc6057632c3407a2f362b204ff00c76d0e63e5cd64a

Aliases

arxiv: 2403.07586 · arxiv_version: 2403.07586v1 · doi: 10.48550/arxiv.2403.07586 · pith_short_12: T2YPX5VO3JT5 · pith_short_16: T2YPX5VO3JT5MUVB · pith_short_8: T2YPX5VO

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/T2YPX5VO3JT5MUVBN7DAK5RSYN \
  | 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: 9eb0fbf6aeda67d652a16fc6057632c3407a2f362b204ff00c76d0e63e5cd64a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6f4d41d476776401391a17c31b899e6722e2377334502a0d045cae821850ba65",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CY",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-03-12T12:16:40Z",
    "title_canon_sha256": "851c0c9f278673001df92f8df21e4573ca6658c77f77775d6763abe032bd374a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.07586",
    "kind": "arxiv",
    "version": 1
  }
}