Pith Number

pith:IANJ4GE2

pith:2019:IANJ4GE27ZDLVG2GRIRNJCVVZG

not attested not anchored not stored refs pending

Reward Tampering Problems and Solutions in Reinforcement Learning: A Causal Influence Diagram Perspective

Marcus Hutter, Ramana Kumar, Tom Everitt, Victoria Krakovna

arxiv:1908.04734 v5 · 2019-08-13 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IANJ4GE27ZDLVG2GRIRNJCVVZG}

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

7 papers in Pith

Proxy Reward Internalization and Mechanistic Exploitation: A Learned Precursor to Reward Hacking and Its Generalization

Stop Hand-Holding Your Coding Agent: Engineering the Loops that Replace Step-by-Step Prompting

Reframing AGI Confrontation with Off Earth Autonomy

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Do Androids Dream of Breaking the Game? Systematically Auditing AI Agent Benchmarks with BenchJack

Receipt and verification

First computed	2026-07-05T02:26:25.715741Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

401a9e189afe46ba9b468a22d48ab5c99060e399a04dc921dd5587c7b4d8c7f7

Aliases

arxiv: 1908.04734 · arxiv_version: 1908.04734v5 · doi: 10.48550/arxiv.1908.04734 · pith_short_12: IANJ4GE27ZDL · pith_short_16: IANJ4GE27ZDLVG2G · pith_short_8: IANJ4GE2

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/IANJ4GE27ZDLVG2GRIRNJCVVZG \
  | 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: 401a9e189afe46ba9b468a22d48ab5c99060e399a04dc921dd5587c7b4d8c7f7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87e17e0d31ab2e2b6beb828eaf7e09b5b919a915cf3135c4f8c59daae38be4d7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-08-13T16:50:00Z",
    "title_canon_sha256": "da2804d55171c5f9a101ab76526bf8ab9bf04470aa3609d62d248ab8241570ba"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04734",
    "kind": "arxiv",
    "version": 5
  }
}