Pith Number

pith:6YMZOJT6

pith:2019:6YMZOJT6ELTRWVTENLMJNH3FJ6

not attested not anchored not stored refs pending

Reinforcement Learning is not a Causal problem

Felipe Orihuela Espina, Mauricio Gonzalez-Soto

arxiv:1908.07617 v2 · 2019-08-20 · cs.AI · 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{6YMZOJT6ELTRWVTENLMJNH3FJ6}

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	2026-07-05T00:03:00.936880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f61997267e22e71b56646ad8969f654f994a513e13282dfe68fd096939edea25

Aliases

arxiv: 1908.07617 · arxiv_version: 1908.07617v2 · doi: 10.48550/arxiv.1908.07617 · pith_short_12: 6YMZOJT6ELTR · pith_short_16: 6YMZOJT6ELTRWVTE · pith_short_8: 6YMZOJT6

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/6YMZOJT6ELTRWVTENLMJNH3FJ6 \
  | 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: f61997267e22e71b56646ad8969f654f994a513e13282dfe68fd096939edea25

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82b2a59d1bdbe4e4913cf92a01a51fd0b906acc9c1c5f4fe42d3ff0243b9c6d2",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2019-08-20T21:30:13Z",
    "title_canon_sha256": "e9e23e567bb8782c642d42ac8578bbf8204cb98cc23277ce8c7aec24b4c31e03"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.07617",
    "kind": "arxiv",
    "version": 2
  }
}