Pith Number

pith:SMHGVMY2

pith:2026:SMHGVMY2JOJTCIJHE4UF2N7V6O

not attested not anchored not stored refs pending

S3: Stable Subgoal Selection by Constraining Uncertainty of Coarse Dynamics in Hierarchical Reinforcement Learning

Kshitij Jerath, Kshitij Kumar Srivastava

arxiv:2607.19232 v1 · 2026-07-21 · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SMHGVMY2JOJTCIJHE4UF2N7V6O}

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	2026-07-22T01:24:15.552100Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

930e6ab31a4b9331212727285d37f5f3b1ae9d6858fada7a5411dbdcd44231c5

Aliases

arxiv: 2607.19232 · arxiv_version: 2607.19232v1 · doi: 10.48550/arxiv.2607.19232 · pith_short_12: SMHGVMY2JOJT · pith_short_16: SMHGVMY2JOJTCIJH · pith_short_8: SMHGVMY2

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/SMHGVMY2JOJTCIJHE4UF2N7V6O \
  | 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: 930e6ab31a4b9331212727285d37f5f3b1ae9d6858fada7a5411dbdcd44231c5

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5c4daad012820149bac36e02d389f8e3e3096f80c075138c73c382ca66d12e36",
    "cross_cats_sorted": [
      "cs.MA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-21T16:03:34Z",
    "title_canon_sha256": "9bc0818df9ff6e27e5603d1251eeaf295257a97a2b935a87a1a1151225731fdb"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.19232",
    "kind": "arxiv",
    "version": 1
  }
}