Pith Number

pith:DHAIKAOS

pith:2026:DHAIKAOSMTSMYMRGOGZ64SWFJL

not attested not anchored not stored refs pending

Automating Potential-based Reward Shaping with Vision Language Model Guidance

Daniel Kudenko, Henrik M\"uller

arxiv:2606.27180 v1 · 2026-06-25 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DHAIKAOSMTSMYMRGOGZ64SWFJL}

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.

Receipt and verification

First computed	2026-06-26T01:16:12.703245Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

19c08501d264e4cc322671b3ee4ac54ac6d00de0f9d120f6266ae945d5afd876

Aliases

arxiv: 2606.27180 · arxiv_version: 2606.27180v1 · doi: 10.48550/arxiv.2606.27180 · pith_short_12: DHAIKAOSMTSM · pith_short_16: DHAIKAOSMTSMYMRG · pith_short_8: DHAIKAOS

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/DHAIKAOSMTSMYMRGOGZ64SWFJL \
  | 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: 19c08501d264e4cc322671b3ee4ac54ac6d00de0f9d120f6266ae945d5afd876

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f75bd780076d8013067e3f5b263d5d6ca5f24b9948af99b6eb1aeed1b1d769f9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-25T15:45:57Z",
    "title_canon_sha256": "f0ad7658d4532fba158efd5f56ddfd28867867499af9b06bc51f26886eec4ec1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.27180",
    "kind": "arxiv",
    "version": 1
  }
}