Pith Number

pith:BP5GCNG3

pith:2020:BP5GCNG346YA4QVE2WYXQZ7YKT

not attested not anchored not stored refs pending

Reconstructing Actions To Explain Deep Reinforcement Learning

Anupam Datta, Bonan Jin, Carlee Joe-Wong, Piotr Mardziel, Xuan Chen, Yucai Fan, Zifan Wang

arxiv:2009.08507 v3 · 2020-09-17 · 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{BP5GCNG346YA4QVE2WYXQZ7YKT}

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	2026-07-05T02:14:54.943024Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0bfa6134dbe7b00e42a4d5b17867f854f52237ae153d0af1e15097902ba363c4

Aliases

arxiv: 2009.08507 · arxiv_version: 2009.08507v3 · doi: 10.48550/arxiv.2009.08507 · pith_short_12: BP5GCNG346YA · pith_short_16: BP5GCNG346YA4QVE · pith_short_8: BP5GCNG3

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/BP5GCNG346YA4QVE2WYXQZ7YKT \
  | 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: 0bfa6134dbe7b00e42a4d5b17867f854f52237ae153d0af1e15097902ba363c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52caaed797b3de93b9092e237c5ada2ce7e3cb39fcb7b991c110fb7b44a99ddf",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-09-17T19:25:56Z",
    "title_canon_sha256": "4cc25e43b0e24e425467342ef306ecf43080cea94df915d6e0ac9a614b061196"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.08507",
    "kind": "arxiv",
    "version": 3
  }
}