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Pith Number

pith:ELMWG3LZ

pith:2017:ELMWG3LZBRNYVI2DENWYW3NRWU
not attested not anchored not stored refs pending

Deep Predictive Policy Training using Reinforcement Learning

Ali Ghadirzadeh, Atsuto Maki, Danica Kragic, M\r{a}rten Bj\"orkman

arxiv:1703.00727 v1 · 2017-03-02 · cs.RO

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{ELMWG3LZBRNYVI2DENWYW3NRWU}

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

Receipt and verification
First computed 2026-05-18T00:49:40.946890Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

22d9636d790c5b8aa343236d8b6db1b52616b7cff8b7bcb42f1daebc75498936

Aliases

arxiv: 1703.00727 · arxiv_version: 1703.00727v1 · doi: 10.48550/arxiv.1703.00727 · pith_short_12: ELMWG3LZBRNY · pith_short_16: ELMWG3LZBRNYVI2D · pith_short_8: ELMWG3LZ
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/ELMWG3LZBRNYVI2DENWYW3NRWU \
  | 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: 22d9636d790c5b8aa343236d8b6db1b52616b7cff8b7bcb42f1daebc75498936
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "6fa5cfb66a2d1b6c167de8a5083d749528507c5863ec4fea3b1c46c44b1a35e4",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.RO",
    "submitted_at": "2017-03-02T11:29:57Z",
    "title_canon_sha256": "459038ceb0b5078be8301e6ecfafc7ab115a665e524e147cd559848c2f4e7801"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1703.00727",
    "kind": "arxiv",
    "version": 1
  }
}