Pith Number

pith:D6NSWR2D

pith:2018:D6NSWR2DACSQAY72L7UPWEI4RE

not attested not anchored not stored refs pending

Deep Online Learning via Meta-Learning: Continual Adaptation for Model-Based RL

Anusha Nagabandi, Chelsea Finn, Sergey Levine

arxiv:1812.07671 v2 · 2018-12-18 · 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{D6NSWR2DACSQAY72L7UPWEI4RE}

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

3 papers in Pith

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents

Self-Organizing Dual-Buffer Adaptive Clustering Experience Replay (SODACER) for Safe Reinforcement Learning in Optimal Control

ClawForge: Generating Executable Interactive Benchmarks for Command-Line Agents

Receipt and verification

First computed	2026-05-17T23:55:18.746888Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1f9b2b474300a50063fa5fe8fb111c891a98a8baa09acb00b154b5b1d7addbbf

Aliases

arxiv: 1812.07671 · arxiv_version: 1812.07671v2 · doi: 10.48550/arxiv.1812.07671 · pith_short_12: D6NSWR2DACSQ · pith_short_16: D6NSWR2DACSQAY72 · pith_short_8: D6NSWR2D

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/D6NSWR2DACSQAY72L7UPWEI4RE \
  | 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: 1f9b2b474300a50063fa5fe8fb111c891a98a8baa09acb00b154b5b1d7addbbf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "745576ed873e5131570106fbd7a990b3ac46cc53b39e641ef42799260b237821",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-12-18T22:27:31Z",
    "title_canon_sha256": "07bbe0826e9bb02b9dff3800a5090e322415f2f0c3fa94a26ec7fbb368fcc2d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1812.07671",
    "kind": "arxiv",
    "version": 2
  }
}