Pith Number

pith:4CPUSMKY

pith:2019:4CPUSMKYD45JQ77PVHN3DPW2MM

not attested not anchored not stored refs pending

Inter-Level Cooperation in Hierarchical Reinforcement Learning

Abdul Rahman Kreidieh, Alexandre M. Bayen, Brandon Trabucco, Glen Berseth, Samyak Parajuli, Sergey Levine

arxiv:1912.02368 v3 · 2019-12-05 · cs.LG · cs.AI · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4CPUSMKYD45JQ77PVHN3DPW2MM}

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

2 papers in Pith

Temporal Transfer Learning for Traffic Optimization with Coarse-grained Advisory Autonomy

Mission-Aligned Learning-Informed Control of Autonomous Systems: Formulation and Foundations

Receipt and verification

First computed	2026-07-05T03:33:01.855154Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e09f4931581f3a987fefa9dbb1beda63304b58722e5d657f2210033a2326b502

Aliases

arxiv: 1912.02368 · arxiv_version: 1912.02368v3 · doi: 10.48550/arxiv.1912.02368 · pith_short_12: 4CPUSMKYD45J · pith_short_16: 4CPUSMKYD45JQ77P · pith_short_8: 4CPUSMKY

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/4CPUSMKYD45JQ77PVHN3DPW2MM \
  | 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: e09f4931581f3a987fefa9dbb1beda63304b58722e5d657f2210033a2326b502

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8951b223c6aadb4d9c6d5145851ca27741266239256ade80120979c320506cb6",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-12-05T03:56:44Z",
    "title_canon_sha256": "dc755735a27bcde3263c5bf0e74ad28501326bedf8b32fb2bf912fa34b891995"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.02368",
    "kind": "arxiv",
    "version": 3
  }
}