Pith Number

pith:AUEJWP3H

pith:2020:AUEJWP3HFPC6SQ45ZGGDOUAPR5

not attested not anchored not stored refs pending

Reinforcement Learning with Probabilistically Complete Exploration

Fabio Ramos, Gilad Francis, Philippe Morere, Tom Blau

arxiv:2001.06940 v1 · 2020-01-20 · cs.LG · cs.RO · 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{AUEJWP3HFPC6SQ45ZGGDOUAPR5}

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	2026-07-05T00:34:26.016343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

05089b3f672bc5e9439dc98c37500f8f4edb0495a6c0e1402b93d30a2cbfa8f6

Aliases

arxiv: 2001.06940 · arxiv_version: 2001.06940v1 · doi: 10.48550/arxiv.2001.06940 · pith_short_12: AUEJWP3HFPC6 · pith_short_16: AUEJWP3HFPC6SQ45 · pith_short_8: AUEJWP3H

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/AUEJWP3HFPC6SQ45ZGGDOUAPR5 \
  | 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: 05089b3f672bc5e9439dc98c37500f8f4edb0495a6c0e1402b93d30a2cbfa8f6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "eb393e0cdbbcff1648ac8ce797f780326b37cfe6841f8dc4e4c240fbec21514b",
    "cross_cats_sorted": [
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-01-20T02:11:24Z",
    "title_canon_sha256": "d0f46539afc195cd6a68b022eb0b9e57ad9ca144f19a8f162088584a1d735b9c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.06940",
    "kind": "arxiv",
    "version": 1
  }
}