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• Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach
  2021 · 38 citations
• On Assessing The Safety of Reinforcement Learning algorithms Using Formal Methods
  2021 · 4 citations
• Prism: Dynamic And Flexible Benchmarking Of Llms Code Generation With Monte Carlo Tree Search
  2025 · 3 citations
• A Comparison of Reinforcement Learning Frameworks for Software Testing Tasks
  2022 · 2 citations
• Toward Debugging Deep Reinforcement Learning Programs with RLExplorer
  2024 · 1 citations
• Think Fast: Real-Time IoT Intrusion Reasoning Using IDS and LLMs at the Edge Gateway
  2025
• Carbon-Aware Intrusion Detection: A Comparative Study of Supervised and Unsupervised DRL for Sustainable IoT Edge Gateways
  2025
• Leveraging Machine Learning Techniques in Intrusion Detection Systems for Internet of Things
  2025
• Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer
  2021