Pith Number

pith:4K6YH27C

pith:2017:4K6YH27CMTCG3II3LZTGSZXWJ5

not attested not anchored not stored refs pending

State Space Decomposition and Subgoal Creation for Transfer in Deep Reinforcement Learning

Charles Isbell, Farhan Tejani, Himanshu Sahni, Saurabh Kumar, Yannick Schroecker

arxiv:1705.08997 v1 · 2017-05-24 · cs.AI · cs.LG · 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{4K6YH27CMTCG3II3LZTGSZXWJ5}

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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

1 paper in Pith

Modular Reinforcement Learning For Cooperative Swarms

Receipt and verification

First computed	2026-05-18T00:43:40.708384Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2bd83ebe264c46da11b5e666966f64f68528c0948106eb17ff9304edf64d152

Aliases

arxiv: 1705.08997 · arxiv_version: 1705.08997v1 · doi: 10.48550/arxiv.1705.08997 · pith_short_12: 4K6YH27CMTCG · pith_short_16: 4K6YH27CMTCG3II3 · pith_short_8: 4K6YH27C

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/4K6YH27CMTCG3II3LZTGSZXWJ5 \
  | 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: e2bd83ebe264c46da11b5e666966f64f68528c0948106eb17ff9304edf64d152

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3f68c6ae1f6eb3cb6f1d1808ed3c71a852c5fe3714142004a4b51a440267eff",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-05-24T23:19:44Z",
    "title_canon_sha256": "60fa8d53b90ed10dbb04b3da7aa48a288d1e49f9d6ddc778ede3fed4487dbaf2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.08997",
    "kind": "arxiv",
    "version": 1
  }
}