Adaptive AI-Driven Security Assessments Using Reinforcement Learning

Watch a 15-minute conference talk from Conf42 DevSecOps 2024 exploring how reinforcement learning is revolutionizing security assessments and educational approaches. Discover the limitations of traditional education methods before diving into reinforcement learning's game-changing potential and key contributions to the field. Learn the fundamental mechanics of reinforcement learning systems, their adaptive features, and real-world applications through detailed case studies of transformed learning platforms. Examine the benefits of implementing reinforcement learning in AI-driven assessments while understanding current challenges and limitations. Conclude with insights into future directions and the transformative impact of reinforcement learning on education and security assessment methodologies.