Pith Number

pith:YU6J5STR

pith:2019:YU6J5STR7Q2QFCAJQFYAAMC63P

not attested not anchored not stored refs pending

Truly Batch Apprenticeship Learning with Deep Successor Features

Donghun Lee, Finale Doshi-Velez, Srivatsan Srinivasan

arxiv:1903.10077 v1 · 2019-03-24 · 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{YU6J5STR7Q2QFCAJQFYAAMC63P}

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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

Quantifying Potential Observation Missingness in Inverse Reinforcement Learning

Receipt and verification

First computed	2026-05-17T23:50:32.964121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c53c9eca71fc35028809817000305edbff4d9e6aa45e458d7fe366f832cc1ec6

Aliases

arxiv: 1903.10077 · arxiv_version: 1903.10077v1 · doi: 10.48550/arxiv.1903.10077 · pith_short_12: YU6J5STR7Q2Q · pith_short_16: YU6J5STR7Q2QFCAJ · pith_short_8: YU6J5STR

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/YU6J5STR7Q2QFCAJQFYAAMC63P \
  | 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: c53c9eca71fc35028809817000305edbff4d9e6aa45e458d7fe366f832cc1ec6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8beda394f44057b7e4c92a07c3ee159f78e6daac576797dc94f953d5943451d9",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-24T23:13:27Z",
    "title_canon_sha256": "dd8caaf1cdd1aa72cbda436eb1d37c54223242ce593e5b0ba632127bd4b647c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.10077",
    "kind": "arxiv",
    "version": 1
  }
}