Pith Number

pith:E4ENK52E

pith:2018:E4ENK52EJGOBVFYDLRNI4FJALA

not attested not anchored not stored refs pending

Towards a Simple Approach to Multi-step Model-based Reinforcement Learning

Dipendra Misra, Evan Cater, Kavosh Asadi, Michael L. Littman

arxiv:1811.00128 v1 · 2018-10-31 · 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{E4ENK52EJGOBVFYDLRNI4FJALA}

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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

Is Conditional Generative Modeling all you need for Decision-Making?

Receipt and verification

First computed	2026-05-18T00:01:48.152379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2708d57744499c1a97035c5a8e15205814c28eebcc7d5638dafef2fe02fda033

Aliases

arxiv: 1811.00128 · arxiv_version: 1811.00128v1 · doi: 10.48550/arxiv.1811.00128 · pith_short_12: E4ENK52EJGOB · pith_short_16: E4ENK52EJGOBVFYD · pith_short_8: E4ENK52E

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/E4ENK52EJGOBVFYDLRNI4FJALA \
  | 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: 2708d57744499c1a97035c5a8e15205814c28eebcc7d5638dafef2fe02fda033

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8297019ae022eb220a039a5fe40a03d1dc229e984c22245d544e08ad41c4444",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-10-31T21:31:59Z",
    "title_canon_sha256": "0a24a0d2bcb882ea0109229acac857a04eb09366e4bb2a4ef8970b38820c2557"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00128",
    "kind": "arxiv",
    "version": 1
  }
}