Pith Number

pith:KHGT3YHB

pith:2016:KHGT3YHB3ZCJO6NVBTEZCJWC2X

not attested not anchored not stored refs pending

Reinforcement Learning through Asynchronous Advantage Actor-Critic on a GPU

Iuri Frosio, Jan Kautz, Jason Clemons, Mohammad Babaeizadeh, Stephen Tyree

arxiv:1611.06256 v3 · 2016-11-18 · 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{KHGT3YHB3ZCJO6NVBTEZCJWC2X}

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

2 papers in Pith

ERPPO: Entropy Regularization-based Proximal Policy Optimization

Biologically Inspired Event-Based Perception and Sample-Efficient Learning for High-Speed Table Tennis Robots

Receipt and verification

First computed	2026-05-18T00:49:11.722796Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

51cd3de0e1de449779b50cc99126c2d5c567d2456d91d745d51e22b9c0b31725

Aliases

arxiv: 1611.06256 · arxiv_version: 1611.06256v3 · doi: 10.48550/arxiv.1611.06256 · pith_short_12: KHGT3YHB3ZCJ · pith_short_16: KHGT3YHB3ZCJO6NV · pith_short_8: KHGT3YHB

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/KHGT3YHB3ZCJO6NVBTEZCJWC2X \
  | 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: 51cd3de0e1de449779b50cc99126c2d5c567d2456d91d745d51e22b9c0b31725

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "577d3baf19e8af0d7ddca7c6563a8583109229f5937d0d583c9c7571a7229f6b",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2016-11-18T21:34:47Z",
    "title_canon_sha256": "87e43bf042427de07286eee44de28057aee399ac306ba04d30d9766c468f6e1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1611.06256",
    "kind": "arxiv",
    "version": 3
  }
}