Pith Number

pith:EWGPDOUI

pith:2025:EWGPDOUIKBXXS4YTRAFMVO5RD5

not attested not anchored not stored refs pending

Dual-Force: Enhanced Offline Diversity Maximization under Imitation Constraints

Georg Martius, Marin Vlastelica, Pavel Kolev

arxiv:2501.04426 v1 · 2025-01-08 · 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{EWGPDOUIKBXXS4YTRAFMVO5RD5}

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

The Geometry of Nonlinear Reinforcement Learning

Receipt and verification

First computed	2026-07-05T09:58:34.889942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

258cf1ba88506f797313880acabbb11f439838dd023653074755480dc6702a1c

Aliases

arxiv: 2501.04426 · arxiv_version: 2501.04426v1 · doi: 10.48550/arxiv.2501.04426 · pith_short_12: EWGPDOUIKBXX · pith_short_16: EWGPDOUIKBXXS4YT · pith_short_8: EWGPDOUI

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/EWGPDOUIKBXXS4YTRAFMVO5RD5 \
  | 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: 258cf1ba88506f797313880acabbb11f439838dd023653074755480dc6702a1c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd57802676f033388c09a00bfed404e90229d8550a4182e4ea205f94feccb9c6",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-08T11:20:48Z",
    "title_canon_sha256": "f0cb206cbf7d455abf0579f8563227473cfe2b45129b45bb2c2befd79c0f0dc9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.04426",
    "kind": "arxiv",
    "version": 1
  }
}