Pith Number

pith:MOFBSZKH

pith:2025:MOFBSZKH2P7V4NAZD6GPUY3X3Z

not attested not anchored not stored refs pending

Energy-Based Transfer for Reinforcement Learning

Fiona Xie, Jasorsi Ghosh, Joseph Campbell, Katia Sycara, Yuzhe Lu, Zeyun Deng

arxiv:2506.16590 v1 · 2025-06-19 · 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{MOFBSZKH2P7V4NAZD6GPUY3X3Z}

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	2026-07-05T11:24:39.184752Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

638a196547d3ff5e34191f8cfa6377de594d5bbee1c16888148b6753178a11a3

Aliases

arxiv: 2506.16590 · arxiv_version: 2506.16590v1 · doi: 10.48550/arxiv.2506.16590 · pith_short_12: MOFBSZKH2P7V · pith_short_16: MOFBSZKH2P7V4NAZ · pith_short_8: MOFBSZKH

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/MOFBSZKH2P7V4NAZD6GPUY3X3Z \
  | 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: 638a196547d3ff5e34191f8cfa6377de594d5bbee1c16888148b6753178a11a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "38a0edec446e4a2941beb598878cfff741d3758cc5ca4f06070875a77c7f6ada",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-19T20:25:52Z",
    "title_canon_sha256": "259742c68445a797ac3274fc0237f50e9fd7f51d06b6875db24950ad19bebb89"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.16590",
    "kind": "arxiv",
    "version": 1
  }
}