Pith Number

pith:TJK757JL

pith:2021:TJK757JLMJAJ5G4XQ23BKKURET

not attested not anchored not stored refs pending

State Entropy Maximization with Random Encoders for Efficient Exploration

Honglak Lee, Jinwoo Shin, Kimin Lee, Lili Chen, Pieter Abbeel, Younggyo Seo

arxiv:2102.09430 v4 · 2021-02-18 · 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{TJK757JLMJAJ5G4XQ23BKKURET}

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	2026-07-05T02:50:44.205626Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9a55fefd2b62409e9b9786b6152a9124dae8e10199a122224cf50c50a15e6be0

Aliases

arxiv: 2102.09430 · arxiv_version: 2102.09430v4 · doi: 10.48550/arxiv.2102.09430 · pith_short_12: TJK757JLMJAJ · pith_short_16: TJK757JLMJAJ5G4X · pith_short_8: TJK757JL

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/TJK757JLMJAJ5G4XQ23BKKURET \
  | 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: 9a55fefd2b62409e9b9786b6152a9124dae8e10199a122224cf50c50a15e6be0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3552f31c311bf56fd7587d81a231e9fc16a8f0b3631d7f4a89b29661caf636a3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-02-18T15:45:17Z",
    "title_canon_sha256": "d23cb987306caaf9c72d19eab787688a60e7b6a78d14db5b77fe745027629351"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2102.09430",
    "kind": "arxiv",
    "version": 4
  }
}