Pith Number

pith:4LIEYQBA

pith:2020:4LIEYQBA5RMOPV2HAS2MIVVNW4

not attested not anchored not stored refs pending

One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL

Aviral Kumar, Chelsea Finn, Saurabh Kumar, Sergey Levine

arxiv:2010.14484 v2 · 2020-10-27 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4LIEYQBA5RMOPV2HAS2MIVVNW4}

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

1 paper in Pith

Polychromic Objectives for Reinforcement Learning

Receipt and verification

First computed	2026-07-05T01:57:36.504146Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e2d04c4020ec58e7d74704b4c456adb70ab6331e6987fc70a411b888a7a8de1b

Aliases

arxiv: 2010.14484 · arxiv_version: 2010.14484v2 · doi: 10.48550/arxiv.2010.14484 · pith_short_12: 4LIEYQBA5RMO · pith_short_16: 4LIEYQBA5RMOPV2H · pith_short_8: 4LIEYQBA

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/4LIEYQBA5RMOPV2HAS2MIVVNW4 \
  | 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: e2d04c4020ec58e7d74704b4c456adb70ab6331e6987fc70a411b888a7a8de1b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "27e26905c840c85a028246edb7f1244ec18e28731207b6f7e496998086211139",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-10-27T17:41:57Z",
    "title_canon_sha256": "c898972433f19c1f60deedb160059d6f8293c3801ae7b98b5a83e0046a4cf79a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2010.14484",
    "kind": "arxiv",
    "version": 2
  }
}