Pith Number

pith:G7YAM22N

pith:2019:G7YAM22NQP2TGCQ3ZNTCWSHLRK

not attested not anchored not stored refs pending

Ray Interference: a Source of Plateaus in Deep Reinforcement Learning

Diana Borsa, Joseph Modayil, Razvan Pascanu, Tom Schaul

arxiv:1904.11455 v1 · 2019-04-25 · cs.LG · cs.AI · stat.ML

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\usepackage{pith}
\pithnumber{G7YAM22NQP2TGCQ3ZNTCWSHLRK}

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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

5 papers in Pith

Benchmarking Model-Based Reinforcement Learning

Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Learning Reactive Dexterous Grasping via Hierarchical Task-Space RL Planning and Joint-Space QP Control

Revisiting Policy Gradients for Restricted Policy Classes: Escaping Myopic Local Optima with $k$-step Policy Gradients

When Errors Can Be Beneficial: A Categorization of Imperfect Rewards for Policy Gradient

Receipt and verification

First computed	2026-05-17T23:47:44.817956Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37f0066b4d83f5330a1bcb662b48eb8ab518c01e0dbe2a6047dabce42e4a053f

Aliases

arxiv: 1904.11455 · arxiv_version: 1904.11455v1 · doi: 10.48550/arxiv.1904.11455 · pith_short_12: G7YAM22NQP2T · pith_short_16: G7YAM22NQP2TGCQ3 · pith_short_8: G7YAM22N

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/G7YAM22NQP2TGCQ3ZNTCWSHLRK \
  | 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: 37f0066b4d83f5330a1bcb662b48eb8ab518c01e0dbe2a6047dabce42e4a053f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4377158266573881816c8428faa75b3f3c296710788e971c7b02b63e3f887226",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-04-25T16:54:02Z",
    "title_canon_sha256": "52d4e8815f5ce59f1e6f7614c18233052363d02b154ed3f68100a1114c6025d2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.11455",
    "kind": "arxiv",
    "version": 1
  }
}