Pith Number

pith:M5OVZS5Z

pith:2020:M5OVZS5ZCRTMC6NE64XGP6FGMI

not attested not anchored not stored refs pending

Explainable Reinforcement Learning: A Survey

Eric MSP Veith, Erika Puiutta

arxiv:2005.06247 v1 · 2020-05-13 · cs.LG · 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{M5OVZS5ZCRTMC6NE64XGP6FGMI}

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

2 papers in Pith

Evidence of an Emergent "Self" in Continual Robot Learning

Causal Explanations from the Geometric Properties of ReLU Neural Networks

Receipt and verification

First computed	2026-07-05T01:02:33.550228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

675d5ccbb91466c179a4f72e67f8a66205e1c25f8920cc0e7609e760c0b2673c

Aliases

arxiv: 2005.06247 · arxiv_version: 2005.06247v1 · doi: 10.48550/arxiv.2005.06247 · pith_short_12: M5OVZS5ZCRTM · pith_short_16: M5OVZS5ZCRTMC6NE · pith_short_8: M5OVZS5Z

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/M5OVZS5ZCRTMC6NE64XGP6FGMI \
  | 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: 675d5ccbb91466c179a4f72e67f8a66205e1c25f8920cc0e7609e760c0b2673c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c42a9afc6a05aa4f67c54fd8f26bf004c3a1619313ef9584de3d2e25cdef8ebb",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-05-13T10:52:49Z",
    "title_canon_sha256": "5f924a3857e6979558eb52618c340d48efa2ae3ae530f3e8eb45b9a6dca2cefd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2005.06247",
    "kind": "arxiv",
    "version": 1
  }
}