Pith Number

pith:YVVHEVN7

pith:2018:YVVHEVN7AV77FPFMLR65T2BOBQ

not attested not anchored not stored refs pending

Combined Reinforcement Learning via Abstract Representations

Doina Precup, Joelle Pineau, Vincent Fran\c{c}ois-Lavet, Yoshua Bengio

arxiv:1809.04506 v2 · 2018-09-12 · 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{YVVHEVN7AV77FPFMLR65T2BOBQ}

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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

1 paper in Pith

Self-Predictive Representations for Combinatorial Generalization in Behavioral Cloning

Receipt and verification

First computed	2026-05-18T00:00:29.666805Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c56a7255bf057ff2bcac5c7dd9e82e0c1cf58ed6f43b051c0741088fab4be487

Aliases

arxiv: 1809.04506 · arxiv_version: 1809.04506v2 · doi: 10.48550/arxiv.1809.04506 · pith_short_12: YVVHEVN7AV77 · pith_short_16: YVVHEVN7AV77FPFM · pith_short_8: YVVHEVN7

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/YVVHEVN7AV77FPFMLR65T2BOBQ \
  | 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: c56a7255bf057ff2bcac5c7dd9e82e0c1cf58ed6f43b051c0741088fab4be487

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1752b21523d3f00bfbebb35d681d290f0dec613b20cf2ee8566897dbcf917061",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-12T15:12:49Z",
    "title_canon_sha256": "25a9a081a80ff0fbcac6f19ed781d8f52b495541d0047f77b641c947262e6ad3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04506",
    "kind": "arxiv",
    "version": 2
  }
}