Pith Number

pith:J3SBALFO

pith:2018:J3SBALFONKZRK2XWVOTCMPSVW3

not attested not anchored not stored refs pending

Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning

Ayan Chakrabarti, Charles Schaff, David Yunis, Matthew R. Walter

arxiv:1801.01432 v3 · 2018-01-04 · cs.RO · 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{J3SBALFONKZRK2XWVOTCMPSVW3}

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	2026-05-18T00:05:41.038735Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4ee4102cae6ab3156af6aba6263e55b6c614ad8d3ab024334ca253c360d453b6

Aliases

arxiv: 1801.01432 · arxiv_version: 1801.01432v3 · doi: 10.48550/arxiv.1801.01432 · pith_short_12: J3SBALFONKZR · pith_short_16: J3SBALFONKZRK2XW · pith_short_8: J3SBALFO

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/J3SBALFONKZRK2XWVOTCMPSVW3 \
  | 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: 4ee4102cae6ab3156af6aba6263e55b6c614ad8d3ab024334ca253c360d453b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a21e6e48ab63ed9ec51801500a6543159657522214e351e1786866dce04a886a",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2018-01-04T16:39:08Z",
    "title_canon_sha256": "c941b6fe316520a677e5148d7df24c3bd10e0de37fb40048e48e6c4d8372f27c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1801.01432",
    "kind": "arxiv",
    "version": 3
  }
}