Pith Number

pith:MR2JYF4Q

pith:2019:MR2JYF4QG2JN5NDCCG7XLZUETH

not attested not anchored not stored refs pending

ReNeg and Backseat Driver: Learning from Demonstration with Continuous Human Feedback

Jacob Beck, Michael Littman, Zoe Papakipos

arxiv:1901.05101 v1 · 2019-01-16 · cs.LG · cs.AI · 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{MR2JYF4QG2JN5NDCCG7XLZUETH}

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	2026-05-17T23:56:11.950228Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

64749c17903692deb46211bf75e68499eaa288d7bee3c71b790f62972d75e890

Aliases

arxiv: 1901.05101 · arxiv_version: 1901.05101v1 · doi: 10.48550/arxiv.1901.05101 · pith_short_12: MR2JYF4QG2JN · pith_short_16: MR2JYF4QG2JN5NDC · pith_short_8: MR2JYF4Q

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/MR2JYF4QG2JN5NDCCG7XLZUETH \
  | 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: 64749c17903692deb46211bf75e68499eaa288d7bee3c71b790f62972d75e890

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c6c751f0c302f5e1d782b642dd786416533a7a9d78f8cab99be10654fa470fab",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-01-16T01:20:00Z",
    "title_canon_sha256": "1efaa723c8a368491347bc6f7e3bebcebf367b763fafea9a60dca926ca26ce8e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1901.05101",
    "kind": "arxiv",
    "version": 1
  }
}