Pith Number

pith:ZA6BWAIM

pith:2021:ZA6BWAIMAKQKPINIQO4WA34RT4

not attested not anchored not stored refs pending

Maximum Entropy Reinforcement Learning with Mixture Policies

Guy Tennenholtz, Nir Baram, Shie Mannor

arxiv:2103.10176 v1 · 2021-03-18 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZA6BWAIMAKQKPINIQO4WA34RT4}

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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

Revisiting Mixture Policies in Entropy-Regularized Actor-Critic

Receipt and verification

First computed	2026-07-05T02:24:17.486130Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c83c1b010c02a0a7a1a883b9606f919f1e29e412e47e0a4987567869323fb7a6

Aliases

arxiv: 2103.10176 · arxiv_version: 2103.10176v1 · doi: 10.48550/arxiv.2103.10176 · pith_short_12: ZA6BWAIMAKQK · pith_short_16: ZA6BWAIMAKQKPINI · pith_short_8: ZA6BWAIM

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/ZA6BWAIMAKQKPINIQO4WA34RT4 \
  | 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: c83c1b010c02a0a7a1a883b9606f919f1e29e412e47e0a4987567869323fb7a6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0630b86882674dc7b20640c5c31f1f51e7d80d678a00d871d79b020da0248a9e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-03-18T11:23:39Z",
    "title_canon_sha256": "8e8d367a15a20ea455804e5c6fd47d10c1cfbad43f03c869eb1ab09490ee087d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.10176",
    "kind": "arxiv",
    "version": 1
  }
}