Pith Number

pith:UWDJEP65

pith:2014:UWDJEP65MUAHX2U7OY7UBINANJ

not attested not anchored not stored refs pending

Probably Approximately Correct MDP Learning and Control With Temporal Logic Constraints

Jie Fu, Ufuk Topcu

arxiv:1404.7073 v2 · 2014-04-28 · cs.SY · cs.LG · cs.LO · cs.RO

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UWDJEP65MUAHX2U7OY7UBINANJ}

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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

Control Synthesis from Linear Temporal Logic Specifications using Model-Free Reinforcement Learning

Receipt and verification

First computed	2026-05-18T02:52:55.553034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a586923fdd65007bea9f763f40a1a06a60bfcc3b906f72749f950ce89d7e0fcb

Aliases

arxiv: 1404.7073 · arxiv_version: 1404.7073v2 · doi: 10.48550/arxiv.1404.7073 · pith_short_12: UWDJEP65MUAH · pith_short_16: UWDJEP65MUAHX2U7 · pith_short_8: UWDJEP65

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/UWDJEP65MUAHX2U7OY7UBINANJ \
  | 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: a586923fdd65007bea9f763f40a1a06a60bfcc3b906f72749f950ce89d7e0fcb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd74f17f18cd30f6ef391ae6ab21184a25012596d097e15372d5c4ed301047cf",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.LO",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SY",
    "submitted_at": "2014-04-28T17:57:48Z",
    "title_canon_sha256": "8fa8708a4ed4f1d5f4248a9363ca87d1002071232fbefc6835ec051299b1eef5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1404.7073",
    "kind": "arxiv",
    "version": 2
  }
}