Pith Number

pith:4H5XE4S3

pith:2017:4H5XE4S3KRTALLQUIGAELWXYRV

not attested not anchored not stored refs pending

Neural Map: Structured Memory for Deep Reinforcement Learning

Emilio Parisotto, Ruslan Salakhutdinov

arxiv:1702.08360 v1 · 2017-02-27 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4H5XE4S3KRTALLQUIGAELWXYRV}

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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

5 papers in Pith

CoCoSI: Collaborative Cognitive Map Construction for Spatial Intelligence

Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers

The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning

To Learn or Not to Learn: Analyzing the Role of Learning for Navigation in Virtual Environments

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

Receipt and verification

First computed	2026-05-18T00:49:55.121853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e1fb72725b546605ae14418045daf88d476a2a393e9bb770866faf404ef7799b

Aliases

arxiv: 1702.08360 · arxiv_version: 1702.08360v1 · doi: 10.48550/arxiv.1702.08360 · pith_short_12: 4H5XE4S3KRTA · pith_short_16: 4H5XE4S3KRTALLQU · pith_short_8: 4H5XE4S3

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/4H5XE4S3KRTALLQUIGAELWXYRV \
  | 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: e1fb72725b546605ae14418045daf88d476a2a393e9bb770866faf404ef7799b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "14ba9381ba83295bf71543b89014bc2f10aa1e2f845da7a28712d55bb5ea1150",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-27T16:32:27Z",
    "title_canon_sha256": "9c577101d480e721b2a6eacda0e5363ede3bae42eef1ce22b128cf570ba45336"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.08360",
    "kind": "arxiv",
    "version": 1
  }
}