Pith Number

pith:SMXVIWIH

pith:2021:SMXVIWIHO3MSQI6PMWBT3YYPIU

not attested not anchored not stored refs pending

Maximum Entropy RL (Provably) Solves Some Robust RL Problems

Benjamin Eysenbach, Sergey Levine

arxiv:2103.06257 v2 · 2021-03-10 · cs.LG · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{SMXVIWIHO3MSQI6PMWBT3YYPIU}

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

13 papers in Pith

Trust Region On-Policy Distillation

LC-ERD: Mining Latent Logic for Self-Evolving Reasoning via Consistency-Regulated Reward Decomposition

Sample-Efficient Post-Training for LEGO Spatial-Physics Reasoning

Compute Aligned Training: Optimizing for Test Time Inference

Beyond Mode Collapse: Distribution Matching for Diverse Reasoning

Receipt and verification

First computed	2026-07-05T04:20:28.052747Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

932f54590776d92823cf65833de30f4510afcf094d0a2458d7fdcfe6796a65a6

Aliases

arxiv: 2103.06257 · arxiv_version: 2103.06257v2 · doi: 10.48550/arxiv.2103.06257 · pith_short_12: SMXVIWIHO3MS · pith_short_16: SMXVIWIHO3MSQI6P · pith_short_8: SMXVIWIH

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/SMXVIWIHO3MSQI6PMWBT3YYPIU \
  | 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: 932f54590776d92823cf65833de30f4510afcf094d0a2458d7fdcfe6796a65a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fe0bb454224db28e6d4fb594df92cd007efde427993a4276c7ae55067e47ee0e",
    "cross_cats_sorted": [
      "cs.RO"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-10T18:45:48Z",
    "title_canon_sha256": "aa5b3f2ea07ae0e77a8345dc7b702d583010d53793cb47c9c9f550727fc26c64"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.06257",
    "kind": "arxiv",
    "version": 2
  }
}