Pith Number

pith:Q3I6VWP6

pith:2018:Q3I6VWP6RXTAXS43U42E2K4JOC

not attested not anchored not stored refs pending

Deep Counterfactual Regret Minimization

Adam Lerer, Noam Brown, Sam Gross, Tuomas Sandholm

arxiv:1811.00164 v3 · 2018-11-01 · cs.AI · cs.GT · 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{Q3I6VWP6RXTAXS43U42E2K4JOC}

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

1 paper in Pith

Unsupervised Causal Abstractions Discovery

Receipt and verification

First computed	2026-05-17T23:45:22.462550Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

86d1ead9fe8de60bcb9ba7344d2b897095d994f7ead8b34aa0a35d02fc9490ff

Aliases

arxiv: 1811.00164 · arxiv_version: 1811.00164v3 · doi: 10.48550/arxiv.1811.00164 · pith_short_12: Q3I6VWP6RXTA · pith_short_16: Q3I6VWP6RXTAXS43 · pith_short_8: Q3I6VWP6

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/Q3I6VWP6RXTAXS43U42E2K4JOC \
  | 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: 86d1ead9fe8de60bcb9ba7344d2b897095d994f7ead8b34aa0a35d02fc9490ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3cde50dff8cc463e399ddecb17410ffc3535b5f4baa930d30badbc2d39510fb9",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-11-01T00:07:02Z",
    "title_canon_sha256": "038e19988be18e71d067d3a8a879b8c39e769a8f2685423bb84428ae38bd1b2b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00164",
    "kind": "arxiv",
    "version": 3
  }
}