Pith Number

pith:FF5XMJD3

pith:2017:FF5XMJD355AUNZ7KI2TSBUBCCH

not attested not anchored not stored refs pending

Trust-PCL: An Off-Policy Trust Region Method for Continuous Control

Dale Schuurmans, Kelvin Xu, Mohammad Norouzi, Ofir Nachum

arxiv:1707.01891 v3 · 2017-07-06 · 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{FF5XMJD355AUNZ7KI2TSBUBCCH}

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

4 papers in Pith

Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review

Behavior Regularized Offline Reinforcement Learning

Soft Actor-Critic Algorithms and Applications

Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Receipt and verification

First computed	2026-05-18T00:22:44.652666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

297b76247bef4146e7ea46a720d02211cdd26e9fd82f3fa7feffd3f67206778b

Aliases

arxiv: 1707.01891 · arxiv_version: 1707.01891v3 · doi: 10.48550/arxiv.1707.01891 · pith_short_12: FF5XMJD355AU · pith_short_16: FF5XMJD355AUNZ7K · pith_short_8: FF5XMJD3

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/FF5XMJD355AUNZ7KI2TSBUBCCH \
  | 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: 297b76247bef4146e7ea46a720d02211cdd26e9fd82f3fa7feffd3f67206778b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b24aa58dc7165d68253be75e20c2dfdc827a34a31af76e3778f9348445f88b1d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-07-06T17:50:19Z",
    "title_canon_sha256": "c55c3a10a96058f085111d40108a8068bd97c7b92e666770e6b0ddb5d595ed25"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.01891",
    "kind": "arxiv",
    "version": 3
  }
}