Pith Number

pith:SVXXI4RI

pith:2025:SVXXI4RIQ7KUZA5HU44OOASDE4

not attested not anchored not stored refs pending

Zero-Shot Reinforcement Learning Under Partial Observability

Jonathan M. Cullen, Scott Jeen, Tom Bewley

arxiv:2506.15446 v1 · 2025-06-18 · 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{SVXXI4RIQ7KUZA5HU44OOASDE4}

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

1 paper in Pith

When Dynamics Shift, Robust Task Inference Wins: Offline Imitation Learning with Behavior Foundation Models Revisited

Receipt and verification

First computed	2026-07-05T11:23:43.677989Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

956f74722887d54c83a7a738e70243272d70121fb2f6fe642bdba285a1bb4db5

Aliases

arxiv: 2506.15446 · arxiv_version: 2506.15446v1 · doi: 10.48550/arxiv.2506.15446 · pith_short_12: SVXXI4RIQ7KU · pith_short_16: SVXXI4RIQ7KUZA5H · pith_short_8: SVXXI4RI

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/SVXXI4RIQ7KUZA5HU44OOASDE4 \
  | 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: 956f74722887d54c83a7a738e70243272d70121fb2f6fe642bdba285a1bb4db5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1e2b9a28aee2532bbb2140c7f884cc4e4a1f862d25a9ac14d4bbe079d8ba0fe",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-18T13:18:36Z",
    "title_canon_sha256": "1e790a721b3806224733327cabed0d31f602746fecdf50ec32709768cdd242dd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.15446",
    "kind": "arxiv",
    "version": 1
  }
}