Pith Number

pith:RLLYJDLN

pith:2017:RLLYJDLNTPBTNW3BTRMLKVJJR4

not attested not anchored not stored refs pending

Trial without Error: Towards Safe Reinforcement Learning via Human Intervention

Andreas Stuhlmueller, Girish Sastry, Owain Evans, William Saunders

arxiv:1707.05173 v1 · 2017-07-17 · cs.AI · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RLLYJDLNTPBTNW3BTRMLKVJJR4}

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

2 papers in Pith

Implicit Action Chunking for Smooth Continuous Control

Rule-based High-Level Coaching for Goal-Conditioned Reinforcement Learning in Search-and-Rescue UAV Missions Under Limited-Simulation Training

Receipt and verification

First computed	2026-05-18T00:40:09.258125Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ad7848d6d9bc336db619c58b555298f12ef629f48aa9738646f5d5b6f3311ae

Aliases

arxiv: 1707.05173 · arxiv_version: 1707.05173v1 · doi: 10.48550/arxiv.1707.05173 · pith_short_12: RLLYJDLNTPBT · pith_short_16: RLLYJDLNTPBTNW3B · pith_short_8: RLLYJDLN

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/RLLYJDLNTPBTNW3BTRMLKVJJR4 \
  | 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: 8ad7848d6d9bc336db619c58b555298f12ef629f48aa9738646f5d5b6f3311ae

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94f7e54319f9409af9f0ce1e5813ed0d966f5265ea3f6c2674b8be593df5520c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-07-17T14:13:40Z",
    "title_canon_sha256": "3b611b882b96044f0671e9e778f53f21a3a1fb62f6eef3acc30096251bb78832"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.05173",
    "kind": "arxiv",
    "version": 1
  }
}