Pith Number

pith:EJBZHNIF

pith:2026:EJBZHNIFA7RDHSWIYE22OQ6AD4

not attested not anchored not stored refs pending

Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints

Abhishek Naik, A. Rupam Mahmood, Colin Bellinger, Hany Hamed

arxiv:2607.17326 v1 · 2026-07-19 · cs.LG · 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{EJBZHNIFA7RDHSWIYE22OQ6AD4}

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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.

Receipt and verification

First computed	2026-07-21T01:21:27.425336Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

224393b50507e233cac8c135a743c01f33f4fb5bf5f2e783163593496b721c33

Aliases

arxiv: 2607.17326 · arxiv_version: 2607.17326v1 · doi: 10.48550/arxiv.2607.17326 · pith_short_12: EJBZHNIFA7RD · pith_short_16: EJBZHNIFA7RDHSWI · pith_short_8: EJBZHNIF

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/EJBZHNIFA7RDHSWIYE22OQ6AD4 \
  | 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: 224393b50507e233cac8c135a743c01f33f4fb5bf5f2e783163593496b721c33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "20170b0131998a9039df002b1c06f3ff668d51f96dada286378d08d1fafdda3d",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-19T16:29:13Z",
    "title_canon_sha256": "b143aba082f19ff32b7c13226a653c1b1183811618b83ac82c1e7caaf2170774"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.17326",
    "kind": "arxiv",
    "version": 1
  }
}