Pith Number

pith:4KA2US6E

pith:2025:4KA2US6EXDTNXSJL4FKRTGFBLW

not attested not anchored not stored refs pending

Multi-Mode Process Control Using Multi-Task Inverse Reinforcement Learning

Biao Huang, Hongye Su, Junghui Chen, Lei Xie, Runze Lin

arxiv:2505.21026 v1 · 2025-05-27 · eess.SY · cs.AI · cs.LG · cs.SY

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4KA2US6EXDTNXSJL4FKRTGFBLW}

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	2026-07-05T11:10:22.618613Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e281aa4bc4b8e6dbc92be1551998a15da94d9c1a65e901dd2ec7008024b6fc16

Aliases

arxiv: 2505.21026 · arxiv_version: 2505.21026v1 · doi: 10.48550/arxiv.2505.21026 · pith_short_12: 4KA2US6EXDTN · pith_short_16: 4KA2US6EXDTNXSJL · pith_short_8: 4KA2US6E

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/4KA2US6EXDTNXSJL4FKRTGFBLW \
  | 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: e281aa4bc4b8e6dbc92be1551998a15da94d9c1a65e901dd2ec7008024b6fc16

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "efcf0d0d4143e508a9b6283eb0227685358f7c3a70520529c49da56d26862831",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SY",
    "submitted_at": "2025-05-27T11:01:00Z",
    "title_canon_sha256": "7903b17fc98642432978e3c07e96887dd2adb7d8b85906b3edeac094e0ed8c3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.21026",
    "kind": "arxiv",
    "version": 1
  }
}