Pith Number

pith:RDZC4P7R

pith:2021:RDZC4P7RESY2HU3BT4BXAC6QZO

not attested not anchored not stored refs pending

Goal Misgeneralization in Deep Reinforcement Learning

David Krueger, Jack Koch, Jacob Pfau, Laurent Orseau, Lauro Langosco, Lee Sharkey

arxiv:2105.14111 v7 · 2021-05-28 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RDZC4P7RESY2HU3BT4BXAC6QZO}

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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

8 papers in Pith

Understanding Goal Generalisation in Sequential Reinforcement Learning

GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Correcting Influence: Unboxing LLM Outputs with Orthogonal Latent Spaces

Safety, Security, and Cognitive Risks in World Models

Safe Multi-Agent Behavior Must Be Maintained, Not Merely Asserted: Constraint Drift in LLM-Based Multi-Agent Systems

Receipt and verification

First computed	2026-07-05T05:31:43.133639Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

88f22e3ff124b1a3d3619f03700bd0cb82604f055c8e1b1190344b0ac1f17d20

Aliases

arxiv: 2105.14111 · arxiv_version: 2105.14111v7 · doi: 10.48550/arxiv.2105.14111 · pith_short_12: RDZC4P7RESY2 · pith_short_16: RDZC4P7RESY2HU3B · pith_short_8: RDZC4P7R

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/RDZC4P7RESY2HU3BT4BXAC6QZO \
  | 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: 88f22e3ff124b1a3d3619f03700bd0cb82604f055c8e1b1190344b0ac1f17d20

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4e4cc62eb6aa9ec66585a7b85786d4ee4dfe410730b9f09d5a5e36c92e7984dc",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-28T21:13:34Z",
    "title_canon_sha256": "1a63f77323b27191a8e6412fc2560b7f76f9441d0e12fc9524601d969b228bd3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.14111",
    "kind": "arxiv",
    "version": 7
  }
}