Pith Number

pith:AFKMN3WT

pith:2022:AFKMN3WTWJ4GDRNLIOWKBPGT34

not attested not anchored not stored refs pending

Deep Reinforcement Learning with Spiking Q-learning

Ding Chen, Peixi Peng, Tiejun Huang, Yonghong Tian

arxiv:2201.09754 v3 · 2022-01-21 · cs.NE · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AFKMN3WTWJ4GDRNLIOWKBPGT34}

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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

Scalable Multi-Task Learning through Spiking Neural Networks with Adaptive Task-Switching Policy for Intelligent Autonomous Agents

Q-SpiRL: Quantum Spiking Reinforcement Learning for Adaptive Robot Navigation

NeuroTrain: Surveying Local Learning Rules for Spiking Neural Networks with an Open Benchmarking Framework

Receipt and verification

First computed	2026-07-05T08:16:39.296083Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0154c6eed3b27861c5ab43aca0bcd3df3fa2f03e50cb2543286129adcce094d6

Aliases

arxiv: 2201.09754 · arxiv_version: 2201.09754v3 · doi: 10.48550/arxiv.2201.09754 · pith_short_12: AFKMN3WTWJ4G · pith_short_16: AFKMN3WTWJ4GDRNL · pith_short_8: AFKMN3WT

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/AFKMN3WTWJ4GDRNLIOWKBPGT34 \
  | 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: 0154c6eed3b27861c5ab43aca0bcd3df3fa2f03e50cb2543286129adcce094d6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "77e9ccdec2d04207f2414880ab60c3419704780e7b00c2243ccfcff496ea1eaf",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2022-01-21T16:42:11Z",
    "title_canon_sha256": "c4d2e7c4095ee9572038ffc5e37bb4a44904ea7cc338d7c71f1f4ec8cb91fa27"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.09754",
    "kind": "arxiv",
    "version": 3
  }
}