Pith Number

pith:L7QIIC5K

pith:2016:L7QIIC5KICB6OGZ56DXOGVYLB5

not attested not anchored not stored refs pending

Model-Free Episodic Control

Alexander Pritzel, Avraham Ruderman, Benigno Uria, Charles Blundell, Daan Wierstra, Demis Hassabis, Jack Rae, Joel Z Leibo, Yazhe Li

arxiv:1606.04460 v1 · 2016-06-14 · stat.ML · cs.LG · q-bio.NC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{L7QIIC5KICB6OGZ56DXOGVYLB5}

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

9 papers in Pith

Dejavu: Towards Experience Feedback Learning for Embodied Intelligence

Cognitive Architectures for Language Agents

PhysMem: Scaling Test-Time Memory for Embodied Physical Reasoning

A Hierarchical Error-Corrective Graph Framework for Autonomous Agents with LLM-Based Action Generation

BrainMem: Brain-Inspired Evolving Memory for Embodied Agent Task Planning

Receipt and verification

First computed	2026-05-18T01:12:25.585059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5fe0840baa4083e71b3df0eee3570b0f696a2731bec51ba3cc5f6986e4c3a057

Aliases

arxiv: 1606.04460 · arxiv_version: 1606.04460v1 · doi: 10.48550/arxiv.1606.04460 · pith_short_12: L7QIIC5KICB6 · pith_short_16: L7QIIC5KICB6OGZ5 · pith_short_8: L7QIIC5K

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/L7QIIC5KICB6OGZ56DXOGVYLB5 \
  | 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: 5fe0840baa4083e71b3df0eee3570b0f696a2731bec51ba3cc5f6986e4c3a057

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0fbbdb02e1b005ee8df66fc50e3410ba4c97ccde4b2cd32cb575a0187bd37066",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2016-06-14T17:03:46Z",
    "title_canon_sha256": "e9a8b8b5c1a0bc6c261e5ed19d5fc66f6cab73c2bb5efab6c401b20ed8fa3ecc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.04460",
    "kind": "arxiv",
    "version": 1
  }
}