Pith Number

pith:EYZSECAW

pith:2025:EYZSECAWQR3KIWSHDJUYUXIBPU

not attested not anchored not stored refs pending

Curriculum-Adapted Robust Reinforcement Learning for UAV Deconfliction in Adversarial Environments

Adolfo Perrusquia, Deepak Kumar Panda, Weisi Guo

arxiv:2506.21129 v2 · 2025-06-26 · 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{EYZSECAWQR3KIWSHDJUYUXIBPU}

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	2026-06-03T02:05:41.385458Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26332208168476a45a471a698a5d017d1d76380f1019b00eb04591f6f284774d

Aliases

arxiv: 2506.21129 · arxiv_version: 2506.21129v2 · doi: 10.48550/arxiv.2506.21129 · pith_short_12: EYZSECAWQR3K · pith_short_16: EYZSECAWQR3KIWSH · pith_short_8: EYZSECAW

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/EYZSECAWQR3KIWSHDJUYUXIBPU \
  | 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: 26332208168476a45a471a698a5d017d1d76380f1019b00eb04591f6f284774d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee20f87ba3cfd596c5145d972c552cf39fa09c156c4dad523c32f6f07f31b073",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-26T10:10:41Z",
    "title_canon_sha256": "3579170b2466c81a76cdcba0c4867183c5e2c5cc204bc93407b196872896ac1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.21129",
    "kind": "arxiv",
    "version": 2
  }
}