Pith Number

pith:PJRPF42H

pith:2021:PJRPF42HFQAU6QL5D42NXQ7DBB

not attested not anchored not stored refs pending

Adapting the Function Approximation Architecture in Online Reinforcement Learning

John D. Martin, Joseph Modayil

arxiv:2106.09776 v1 · 2021-06-17 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{PJRPF42HFQAU6QL5D42NXQ7DBB}

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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 the Interplay Between Sparsity and Training in Deep Reinforcement Learning

Receipt and verification

First computed	2026-07-05T02:50:20.582860Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7a62f2f3472c014f417d1f34dbc3e3087f97f70f048fedaaa75dcebb2f04df3e

Aliases

arxiv: 2106.09776 · arxiv_version: 2106.09776v1 · doi: 10.48550/arxiv.2106.09776 · pith_short_12: PJRPF42HFQAU · pith_short_16: PJRPF42HFQAU6QL5 · pith_short_8: PJRPF42H

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/PJRPF42HFQAU6QL5D42NXQ7DBB \
  | 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: 7a62f2f3472c014f417d1f34dbc3e3087f97f70f048fedaaa75dcebb2f04df3e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8bac2e4e34068b656a168b56f80083f99dcb140907461bb59296fba5fae4ab2",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-17T19:33:26Z",
    "title_canon_sha256": "072be103b6ba7e29fffec5e1b4319fc02571299feb5be8679034b56ace696033"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.09776",
    "kind": "arxiv",
    "version": 1
  }
}