Pith Number

pith:A7XVV5MN

pith:2018:A7XVV5MNREPWEEBENR6SIGDVDE

not attested not anchored not stored refs pending

Addressing Function Approximation Error in Actor-Critic Methods

David Meger, Herke van Hoof, Scott Fujimoto

arxiv:1802.09477 v3 · 2018-02-26 · cs.AI · cs.LG · stat.ML

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\usepackage{pith}
\pithnumber{A7XVV5MNREPWEEBENR6SIGDVDE}

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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

10 papers in Pith

Exploring Model-based Planning with Policy Networks

Benchmarking Model-Based Reinforcement Learning

Cascaded TD3-PID Hybrid Controller for Quadrotor Trajectory Tracking in Wind Disturbance Environments

Soft Actor-Critic Algorithms and Applications

Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor

Receipt and verification

First computed	2026-05-18T00:02:45.178554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07ef5af58d891f6210246c7d241875190a39605b8860d66cd160a0cf9e569857

Aliases

arxiv: 1802.09477 · arxiv_version: 1802.09477v3 · doi: 10.48550/arxiv.1802.09477 · pith_short_12: A7XVV5MNREPW · pith_short_16: A7XVV5MNREPWEEBE · pith_short_8: A7XVV5MN

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/A7XVV5MNREPWEEBENR6SIGDVDE \
  | 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: 07ef5af58d891f6210246c7d241875190a39605b8860d66cd160a0cf9e569857

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fb330787100c9542d30ff1b9d88d59acb4d22c9808bdc2a9fe070ed60be2f5f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2018-02-26T17:54:49Z",
    "title_canon_sha256": "4f79674a0374b3a99bbf08a21a9cc1a9988de5a28a63721151c87e960682f02e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.09477",
    "kind": "arxiv",
    "version": 3
  }
}