Pith Number

pith:HFRZABXG

pith:2020:HFRZABXG7TY7YDUFRSAOTKPMDJ

not attested not anchored not stored refs pending

Driving Tasks Transfer in Deep Reinforcement Learning for Decision-making of Autonomous Vehicles

Dongpu Cao, Hong Shu, Teng Liu, Xingyu Mu

arxiv:2009.03268 v2 · 2020-09-07 · 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{HFRZABXG7TY7YDUFRSAOTKPMDJ}

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.

Cited by

1 paper in Pith

Safeguarding connected autonomous vehicle communication: Protocols, intra- and inter-vehicular attacks and defenses

Receipt and verification

First computed	2026-07-05T01:41:57.022058Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

39639006e6fcf1fc0e858c80e9a9ec1a52a6cfb6c0a2bc96540bc21fb5bfac07

Aliases

arxiv: 2009.03268 · arxiv_version: 2009.03268v2 · doi: 10.48550/arxiv.2009.03268 · pith_short_12: HFRZABXG7TY7 · pith_short_16: HFRZABXG7TY7YDUF · pith_short_8: HFRZABXG

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/HFRZABXG7TY7YDUFRSAOTKPMDJ \
  | 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: 39639006e6fcf1fc0e858c80e9a9ec1a52a6cfb6c0a2bc96540bc21fb5bfac07

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af589a9b23b9b585eb9102ff044e5143735938802aaa9f3545132fbcde9d2aa9",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2020-09-07T17:34:01Z",
    "title_canon_sha256": "ea245517f0a34ea3d30ca327d57d51571771d647be65ddef414bd0bb7783a405"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.03268",
    "kind": "arxiv",
    "version": 2
  }
}