Pith Number

pith:3R7T7N4J

pith:2020:3R7T7N4J6PAQTKZEEUQZ7UTT6E

not attested not anchored not stored refs pending

Perception-Prediction-Reaction Agents for Deep Reinforcement Learning

Adam Stooke, Max Jaderberg, Siddhant M. Jayakumar, Valentin Dalibard, Wojciech M. Czarnecki

arxiv:2006.15223 v1 · 2020-06-26 · cs.AI · 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{3R7T7N4J6PAQTKZEEUQZ7UTT6E}

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.

Receipt and verification

First computed	2026-07-05T01:14:03.400984Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dc7f3fb789f3c109ab2425219fd273f1190a18ae6ec3c1f79c38dd6ec354325c

Aliases

arxiv: 2006.15223 · arxiv_version: 2006.15223v1 · doi: 10.48550/arxiv.2006.15223 · pith_short_12: 3R7T7N4J6PAQ · pith_short_16: 3R7T7N4J6PAQTKZE · pith_short_8: 3R7T7N4J

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/3R7T7N4J6PAQTKZEEUQZ7UTT6E \
  | 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: dc7f3fb789f3c109ab2425219fd273f1190a18ae6ec3c1f79c38dd6ec354325c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "835295a56dd39a861ac7a4ac02ae14e78709adad95238045c9e9fd1b08e9b66d",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-06-26T21:53:47Z",
    "title_canon_sha256": "e74241cd8d18fa7207456aea3612a2a7373d9366fc616ba1a2fe2f78aab1839f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.15223",
    "kind": "arxiv",
    "version": 1
  }
}