Pith Number

pith:GZ75J4UM

pith:2020:GZ75J4UMPR6VRAYDAYU5UXSAOX

not attested not anchored not stored refs pending

Using Machine Teaching to Investigate Human Assumptions when Teaching Reinforcement Learners

Joseph L. Austerweil, Mark K. Ho, Xiaojin Zhu, Xuezhou Zhang, Yun-Shiuan Chuang, Yuzhe Ma

arxiv:2009.02476 v4 · 2020-09-05 · cs.LG · cs.AI · cs.HC

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\usepackage{pith}
\pithnumber{GZ75J4UMPR6VRAYDAYU5UXSAOX}

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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	2026-07-05T06:25:56.304707Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

367fd4f28c7c7d5883030629da5e4075f173f8cd8de82cd7a55e30afdb983d77

Aliases

arxiv: 2009.02476 · arxiv_version: 2009.02476v4 · doi: 10.48550/arxiv.2009.02476 · pith_short_12: GZ75J4UMPR6V · pith_short_16: GZ75J4UMPR6VRAYD · pith_short_8: GZ75J4UM

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/GZ75J4UMPR6VRAYDAYU5UXSAOX \
  | 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: 367fd4f28c7c7d5883030629da5e4075f173f8cd8de82cd7a55e30afdb983d77

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec36733ebf8c2863c552174c2cec4d186129940ba980c159a4d10922e286b280",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-05T06:32:38Z",
    "title_canon_sha256": "9cc2c060562af578b6827fb7377a7ea5a2ecbe2b9e83a793b4a151e000a21502"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.02476",
    "kind": "arxiv",
    "version": 4
  }
}