Pith Number

pith:UQ3FC4NU

pith:2017:UQ3FC4NUIJD6INORST5MM7L3M3

not attested not anchored not stored refs pending

Multi-Advisor Reinforcement Learning

Harm van Seijen, Joshua Romoff, Mehdi Fatemi, Romain Laroche

arxiv:1704.00756 v2 · 2017-04-03 · cs.LG · cs.AI · 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{UQ3FC4NUIJD6INORST5MM7L3M3}

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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

On mechanisms for transfer using landmark value functions in multi-task lifelong reinforcement learning

Receipt and verification

First computed	2026-05-18T00:30:34.176575Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a4365171b44247e435d194fac67d7b66c1d870cce17db734aa1b070ba13a3738

Aliases

arxiv: 1704.00756 · arxiv_version: 1704.00756v2 · doi: 10.48550/arxiv.1704.00756 · pith_short_12: UQ3FC4NUIJD6 · pith_short_16: UQ3FC4NUIJD6INOR · pith_short_8: UQ3FC4NU

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/UQ3FC4NUIJD6INORST5MM7L3M3 \
  | 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: a4365171b44247e435d194fac67d7b66c1d870cce17db734aa1b070ba13a3738

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "07dfd51463b0df0de195ce92222065332da61a27fbe06400f4fa5356d4e09dd4",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-04-03T18:37:12Z",
    "title_canon_sha256": "f37ca31378ebd1c182da01683756d1ef934c0e2b7f895a94d1f16d5dea045f93"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1704.00756",
    "kind": "arxiv",
    "version": 2
  }
}