Pith Number

pith:VARUQFMF

pith:2019:VARUQFMFWBOO54BRT5MMGQWFSX

not attested not anchored not stored refs pending

ACTRCE: Augmenting Experience via Teacher's Advice For Multi-Goal Reinforcement Learning

Harris Chan, Jamie Kiros, Jimmy Ba, Sanja Fidler, Yuhuai Wu

arxiv:1902.04546 v1 · 2019-02-12 · cs.LG · cs.AI · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VARUQFMFWBOO54BRT5MMGQWFSX}

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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

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

Receipt and verification

First computed	2026-05-17T23:54:12.000832Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a823481585b05ceef0319f58c342c595eca541e9ce8a3669cbb268c05aee94db

Aliases

arxiv: 1902.04546 · arxiv_version: 1902.04546v1 · doi: 10.48550/arxiv.1902.04546 · pith_short_12: VARUQFMFWBOO · pith_short_16: VARUQFMFWBOO54BR · pith_short_8: VARUQFMF

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/VARUQFMFWBOO54BRT5MMGQWFSX \
  | 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: a823481585b05ceef0319f58c342c595eca541e9ce8a3669cbb268c05aee94db

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cdeff5c1b5f17421a1cd4c652036d56d8df76ac2dc40a0eb2c9f36fde34e01d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-02-12T18:43:56Z",
    "title_canon_sha256": "b89bfe6c2cc563d42fe66b7df7e36e0e7b4acca9be365d72c394233bfc609f53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1902.04546",
    "kind": "arxiv",
    "version": 1
  }
}