Pith Number

pith:6RF3RVKL

pith:2019:6RF3RVKLZXBGSYI5RFHQ3FD3SR

not attested not anchored not stored refs pending

Autoregressive Policies for Continuous Control Deep Reinforcement Learning

A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan, James Bergstra

arxiv:1903.11524 v1 · 2019-03-27 · cs.LG · cs.AI · cs.RO · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6RF3RVKLZXBGSYI5RFHQ3FD3SR}

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	2026-05-17T23:50:03.066528Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f44bb8d54bcdc269611d894f0d947b947fa1174f133b27ec6d0d9eca28841ece

Aliases

arxiv: 1903.11524 · arxiv_version: 1903.11524v1 · doi: 10.48550/arxiv.1903.11524 · pith_short_12: 6RF3RVKLZXBG · pith_short_16: 6RF3RVKLZXBGSYI5 · pith_short_8: 6RF3RVKL

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/6RF3RVKLZXBGSYI5RFHQ3FD3SR \
  | 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: f44bb8d54bcdc269611d894f0d947b947fa1174f133b27ec6d0d9eca28841ece

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4370f4fccac71ca15d5b9668600dffdcf229d42dbe2fbaad93cecee0b4614576",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-03-27T16:22:48Z",
    "title_canon_sha256": "e6de3764e0742475d8e015133b7ecedf0554a408517649335d40f2a4e619f925"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1903.11524",
    "kind": "arxiv",
    "version": 1
  }
}