Pith Number

pith:ORVRNYM5

pith:2020:ORVRNYM5EGV32WE76EZMLW5QXL

not attested not anchored not stored refs pending

Meta-Reinforcement Learning Robust to Distributional Shift via Model Identification and Experience Relabeling

Chelsea Finn, Russell Mendonca, Sergey Levine, Xinyang Geng

arxiv:2006.07178 v2 · 2020-06-12 · 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{ORVRNYM5EGV32WE76EZMLW5QXL}

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

Task-Aware Virtual Training: Enhancing Generalization in Meta-Reinforcement Learning for Out-of-Distribution Tasks

Self-Improving Skill Learning for Robust Skill-based Meta-Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:10:40.955150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

746b16e19d21abbd589ff132c5dbb0bae97c848da415a618264ca8e13fe6446f

Aliases

arxiv: 2006.07178 · arxiv_version: 2006.07178v2 · doi: 10.48550/arxiv.2006.07178 · pith_short_12: ORVRNYM5EGV3 · pith_short_16: ORVRNYM5EGV32WE7 · pith_short_8: ORVRNYM5

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/ORVRNYM5EGV32WE76EZMLW5QXL \
  | 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: 746b16e19d21abbd589ff132c5dbb0bae97c848da415a618264ca8e13fe6446f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "41de4bf522bee6255f1bd3f6bf42dc8747c8fbcefe93b0fe7528b9e04e2a3bd0",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-06-12T13:34:46Z",
    "title_canon_sha256": "e34e474e2895022c89dcea8a4e01560eb8e561510b5c05e88e118030f61f9c02"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.07178",
    "kind": "arxiv",
    "version": 2
  }
}