Pith Number

pith:YAJIMGQJ

pith:2019:YAJIMGQJC6ZOPF5KIIXGMCTY2Q

not attested not anchored not stored refs pending

InfoRL: Interpretable Reinforcement Learning using Information Maximization

Aadil Hayat, Utsav Singh, Vinay P. Namboodiri

arxiv:1905.10404 v1 · 2019-05-24 · 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{YAJIMGQJC6ZOPF5KIIXGMCTY2Q}

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	2026-05-17T23:45:08.641834Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c012861a0917b2e797aa422e660a78d42aed02b3df6a207611b82aa7604fd664

Aliases

arxiv: 1905.10404 · arxiv_version: 1905.10404v1 · doi: 10.48550/arxiv.1905.10404 · pith_short_12: YAJIMGQJC6ZO · pith_short_16: YAJIMGQJC6ZOPF5K · pith_short_8: YAJIMGQJ

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/YAJIMGQJC6ZOPF5KIIXGMCTY2Q \
  | 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: c012861a0917b2e797aa422e660a78d42aed02b3df6a207611b82aa7604fd664

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3eaf19471335d0f51c072c4f5434968934725b4daffd06cb80e75f6fa0704560",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-24T18:47:09Z",
    "title_canon_sha256": "bb1afbfa46d10a7e2149a59520ac99dfa9c513ec94ac81ce2d8ee6ed446ef1e5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.10404",
    "kind": "arxiv",
    "version": 1
  }
}