Pith Number

pith:ZPTHSSP4

pith:2017:ZPTHSSP4QHSUMMAASUMYWHEY7P

not attested not anchored not stored refs pending

Hindsight policy gradients

Avinash Ummadisingu, Filipe Mutz, Juergen Schmidhuber, Paulo Rauber

arxiv:1711.06006 v3 · 2017-11-16 · cs.LG · cs.AI · cs.NE · 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{ZPTHSSP4QHSUMMAASUMYWHEY7P}

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

2 papers in Pith

Distributionally Robust Multi-Task Reinforcement Learning via Adaptive Task Sampling

QHyer: Q-conditioned Hybrid Attention-mamba Transformer for Offline Goal-conditioned RL

Receipt and verification

First computed	2026-05-17T23:53:09.811096Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbe67949fc81e546300095198b1c98fbe527a8296f9f20eabd874a14a5399891

Aliases

arxiv: 1711.06006 · arxiv_version: 1711.06006v3 · doi: 10.48550/arxiv.1711.06006 · pith_short_12: ZPTHSSP4QHSU · pith_short_16: ZPTHSSP4QHSUMMAA · pith_short_8: ZPTHSSP4

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/ZPTHSSP4QHSUMMAASUMYWHEY7P \
  | 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: cbe67949fc81e546300095198b1c98fbe527a8296f9f20eabd874a14a5399891

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc35cb77f16d148d86ee8b965ea47111ee1ef6701fd789bc21df65f0406d1040",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "cs.RO"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-11-16T10:05:31Z",
    "title_canon_sha256": "269b28ce188d944418daaef3fd1a9f04d04b40613590fc7e2748e3c9a8128104"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1711.06006",
    "kind": "arxiv",
    "version": 3
  }
}