Pith Number

pith:TN4DVCBW

pith:2018:TN4DVCBWBWW5ENYCMXXO4GVHMC

not attested not anchored not stored refs pending

Parameter Sharing Reinforcement Learning Architecture for Multi Agent Driving Behaviors

K. Madhava Krishna, Meha Kaushik, Phaniteja S

arxiv:1811.07214 v1 · 2018-11-17 · cs.LG · cs.AI · cs.RO

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TN4DVCBWBWW5ENYCMXXO4GVHMC}

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	2026-05-18T00:00:28.620222Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b783a88360dadd2370265eeee1aa76099eee90999a5e7ef0fea0ae1be61c253

Aliases

arxiv: 1811.07214 · arxiv_version: 1811.07214v1 · doi: 10.48550/arxiv.1811.07214 · pith_short_12: TN4DVCBWBWW5 · pith_short_16: TN4DVCBWBWW5ENYC · pith_short_8: TN4DVCBW

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/TN4DVCBWBWW5ENYCMXXO4GVHMC \
  | 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: 9b783a88360dadd2370265eeee1aa76099eee90999a5e7ef0fea0ae1be61c253

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d81a02142118bd76f20655719b10812b424e361d05a793e18741a49b85fd6bc5",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-11-17T19:51:34Z",
    "title_canon_sha256": "d18b434e3c0e175a4bcea09f1031a0126509c5eaaa6ca77ee156a0e485d3100a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.07214",
    "kind": "arxiv",
    "version": 1
  }
}