Pith Number

pith:VH637U7T

pith:2024:VH637U7TSHODGTZCFMS3M4ZSL6

not attested not anchored not stored refs pending

Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays

Chao Huang, Chen Lv, Chung-Wei Lin, J\"urgen Schmidhuber, Qingyuan Wu, Qi Zhu, Simon Sinong Zhan, Yixuan Wang, Yuhui Wang

arxiv:2402.03141 v2 · 2024-02-05 · cs.LG · cs.AI · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VH637U7TSHODGTZCFMS3M4ZSL6}

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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

2 papers in Pith

Model-Based Reinforcement Learning under Random Observation Delays

Structural Equivalence and Learning Dynamics in Delayed MARL

Receipt and verification

First computed	2026-07-05T08:28:05.527759Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9fdbfd3f391dc334f222b25b673325f98f2accce5d78b2e1d73664a6de5383b

Aliases

arxiv: 2402.03141 · arxiv_version: 2402.03141v2 · doi: 10.48550/arxiv.2402.03141 · pith_short_12: VH637U7TSHOD · pith_short_16: VH637U7TSHODGTZC · pith_short_8: VH637U7T

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/VH637U7TSHODGTZCFMS3M4ZSL6 \
  | 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: a9fdbfd3f391dc334f222b25b673325f98f2accce5d78b2e1d73664a6de5383b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "52c736dce7e4e761ba80f141cb16266cd2353ae5217591d8d4b876bffaa1eba9",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-02-05T16:11:03Z",
    "title_canon_sha256": "7909ffc9f893abc546cd6c7a014f15bbd51bde7f801c4b7f5aaa2d7f93bb82cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.03141",
    "kind": "arxiv",
    "version": 2
  }
}