Pith Number

pith:SGIN5CWN

pith:2017:SGIN5CWNARMKQLI5IRFOT3ZQTF

not attested not anchored not stored refs pending

Reinforcement Learning based Embodied Agents Modelling Human Users Through Interaction and Multi-Sensory Perception

Kory W. Mathewson, Patrick M. Pilarski

arxiv:1701.02369 v3 · 2017-01-09 · cs.HC · cs.AI · 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{SGIN5CWNARMKQLI5IRFOT3ZQTF}

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	2026-05-18T00:52:03.585481Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9190de8acd0458a82d1d444ae9ef309954646899782ee7d0e549c397ae0a5b9d

Aliases

arxiv: 1701.02369 · arxiv_version: 1701.02369v3 · doi: 10.48550/arxiv.1701.02369 · pith_short_12: SGIN5CWNARMK · pith_short_16: SGIN5CWNARMKQLI5 · pith_short_8: SGIN5CWN

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/SGIN5CWNARMKQLI5IRFOT3ZQTF \
  | 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: 9190de8acd0458a82d1d444ae9ef309954646899782ee7d0e549c397ae0a5b9d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f7a6fa9f50cfb8a9a8b5d52fae4f95d3b8c9b504b0a82b748fd14f028ca9d156",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2017-01-09T22:03:18Z",
    "title_canon_sha256": "fde05aac0cc570b7fa4051cf62cd5af1562e08bfb1e0b3b88bf78f6eec92e508"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.02369",
    "kind": "arxiv",
    "version": 3
  }
}