Pith Number

pith:2APNLYBI

pith:2025:2APNLYBI7GE6OZINSWLBONKLEQ

not attested not anchored not stored refs pending

TROFI: Trajectory-Ranked Offline Inverse Reinforcement Learning

Alessandro Sestini, Andrew D. Bagdanov, Joakim Bergdahl, Konrad Tollmar, Linus Gissl\'en

arxiv:2506.22008 v1 · 2025-06-27 · 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{2APNLYBI7GE6OZINSWLBONKLEQ}

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	2026-07-05T11:28:20.302372Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d01ed5e028f989e7650d959617354b2422dea84709dbfde01f445edf788f31fa

Aliases

arxiv: 2506.22008 · arxiv_version: 2506.22008v1 · doi: 10.48550/arxiv.2506.22008 · pith_short_12: 2APNLYBI7GE6 · pith_short_16: 2APNLYBI7GE6OZIN · pith_short_8: 2APNLYBI

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/2APNLYBI7GE6OZINSWLBONKLEQ \
  | 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: d01ed5e028f989e7650d959617354b2422dea84709dbfde01f445edf788f31fa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c34feaf7a2a1ebfa0c1eb7a5732d57e5ae103e71f95aeaf32e6408a263db2e8",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-27T08:22:41Z",
    "title_canon_sha256": "7b40aa3d081eac14e161521f74daaf1570e56a4ebade69253ecf163600a054f7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22008",
    "kind": "arxiv",
    "version": 1
  }
}