Pith Number

pith:OFJUC5EW

pith:2018:OFJUC5EWHFYZDL73ZKA3WOGHC7

not attested not anchored not stored refs pending

Newtonian Action Advice: Integrating Human Verbal Instruction with Reinforcement Learning

Samantha Krening

arxiv:1804.05821 v1 · 2018-04-16 · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OFJUC5EWHFYZDL73ZKA3WOGHC7}

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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

Mapping out the Space of Human Feedback for Reinforcement Learning: A Conceptual Framework

Receipt and verification

First computed	2026-05-18T00:18:27.327022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7153417496397191affbca81bb38c717c21d843e08a28ee229b9a6e2514de217

Aliases

arxiv: 1804.05821 · arxiv_version: 1804.05821v1 · doi: 10.48550/arxiv.1804.05821 · pith_short_12: OFJUC5EWHFYZ · pith_short_16: OFJUC5EWHFYZDL73 · pith_short_8: OFJUC5EW

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/OFJUC5EWHFYZDL73ZKA3WOGHC7 \
  | 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: 7153417496397191affbca81bb38c717c21d843e08a28ee229b9a6e2514de217

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3dc610d0355f27a0e9a912cdb8c0e922ebf4ec34257f005bd57e0b623d2ad3d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2018-04-16T17:45:32Z",
    "title_canon_sha256": "a17904f83e5576bfb55e91868c4e71f26380d8e9d8cd8cf873e454764d3b2066"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.05821",
    "kind": "arxiv",
    "version": 1
  }
}