Pith Number

pith:GTG3ZOD5

pith:2026:GTG3ZOD57234E2SE5XERBDGHJ4

not attested not anchored not stored refs pending

Supervised Reinforcement Learning for the Coordination of Distributed Energy Resources

Haoyuan Deng, Thomas Morstyn, Yihong Zhou, Yi Wang

arxiv:2606.24947 v1 · 2026-06-23 · cs.LG · cs.SY · eess.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{GTG3ZOD57234E2SE5XERBDGHJ4}

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	2026-06-25T00:17:46.618159Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

34cdbcb87dfeb7c26a44edc9108cc74f16c4c5acec4fa3ac67dd09244ba95cdb

Aliases

arxiv: 2606.24947 · arxiv_version: 2606.24947v1 · doi: 10.48550/arxiv.2606.24947 · pith_short_12: GTG3ZOD57234 · pith_short_16: GTG3ZOD57234E2SE · pith_short_8: GTG3ZOD5

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/GTG3ZOD57234E2SE5XERBDGHJ4 \
  | 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: 34cdbcb87dfeb7c26a44edc9108cc74f16c4c5acec4fa3ac67dd09244ba95cdb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0e284b48dcebe66e7624a10343ec3fc75a90d0e02ef0dc484078a75931cbd14e",
    "cross_cats_sorted": [
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-06-23T07:17:58Z",
    "title_canon_sha256": "d82e12826b9687a9485bb30ba500a73460002ff4fabd77807261fb6f6305a945"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.24947",
    "kind": "arxiv",
    "version": 1
  }
}