Pith Number

pith:HQXK7GGC

pith:2016:HQXK7GGCCRWUXISFG6YNUAUIUV

not attested not anchored not stored refs pending

Deep Reinforcement Learning Discovers Internal Models

Nir Baram, Shie Mannor, Tom Zahavy

arxiv:1606.05174 v1 · 2016-06-16 · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HQXK7GGCCRWUXISFG6YNUAUIUV}

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.

Receipt and verification

First computed	2026-05-18T01:12:21.886549Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3c2eaf98c2146d4ba24537b0da0288a567bc4e3853cf1ce8653b0ac32761d89e

Aliases

arxiv: 1606.05174 · arxiv_version: 1606.05174v1 · doi: 10.48550/arxiv.1606.05174 · pith_short_12: HQXK7GGCCRWU · pith_short_16: HQXK7GGCCRWUXISF · pith_short_8: HQXK7GGC

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/HQXK7GGCCRWUXISFG6YNUAUIUV \
  | 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: 3c2eaf98c2146d4ba24537b0da0288a567bc4e3853cf1ce8653b0ac32761d89e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "63c8283cdc72de0a7ef7651f5fb4940f1033715c0dc035086a942d88c24a9409",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2016-06-16T13:09:16Z",
    "title_canon_sha256": "eb131444cc52b394b210e5944d40ef9ac9cd603fc7e19921fa8c41f2eaa6d5a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1606.05174",
    "kind": "arxiv",
    "version": 1
  }
}