Pith Number

pith:XYV632LG

pith:2019:XYV632LGBWITCLRPIVX2XM3PZ2

not attested not anchored not stored refs pending

Boosting Soft Actor-Critic: Emphasizing Recent Experience without Forgetting the Past

Che Wang, Keith Ross

arxiv:1906.04009 v1 · 2019-06-10 · 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{XYV632LGBWITCLRPIVX2XM3PZ2}

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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

3 papers in Pith

When Does Non-Uniform Replay Matter in Reinforcement Learning?

Receipt and verification

First computed	2026-05-17T23:43:44.199993Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

be2bede9660d91312e2f456fabb36fceb89df294ffbaecaa8716de52f1cb08bd

Aliases

arxiv: 1906.04009 · arxiv_version: 1906.04009v1 · doi: 10.48550/arxiv.1906.04009 · pith_short_12: XYV632LGBWIT · pith_short_16: XYV632LGBWITCLRP · pith_short_8: XYV632LG

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/XYV632LGBWITCLRPIVX2XM3PZ2 \
  | 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: be2bede9660d91312e2f456fabb36fceb89df294ffbaecaa8716de52f1cb08bd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "233f3abe2832d42df54366a59136656c4d1297c387fb90651fb82c915e618483",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-06-10T14:27:13Z",
    "title_canon_sha256": "255dcfd1a21e8dc85b3494ccf5ec6212c3eb54c0d4cde9ab251c9cc54ffcf82e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.04009",
    "kind": "arxiv",
    "version": 1
  }
}