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Nibras Raad

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#reinforcement learning Dataset Open access Oct 2026

"CyberWarEnv2102026 Reproducible Registry — 160 Training Runs (EXP-2026-000001..000010)"

n=20، 160 runs SHA-256 verified، v2.1.0 ✅ License: CC-BY-4.0 ✅ Version: v2.1.0 ✅ Resource type: Dataset ✅ Keywords: reinforcement learning, cyber defense, reproducibility, PPO, DQN

Nibras Raad, Ahmed Chalak Shakir, Taha Mohammed Hasan · 0 citations
#reinforcement learning Dataset Open access Oct 2026

"CyberWarEnv2102026 Reproducible Registry — 160 Training Runs (EXP-2026-000001..000010)"

n=20، 160 runs SHA-256 verified، v2.1.0 ✅ License: CC-BY-4.0 ✅ Version: v2.1.0 ✅ Resource type: Dataset ✅ Keywords: reinforcement learning, cyber defense, reproducibility, PPO, DQN

Nibras Raad, Ahmed Chalak Shakir, Taha Mohammed Hasan · 0 citations

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